{"meta":{"query_hash":"48182b9b7a67","filters":{"venue":"Global Health Science and Practice"},"cohort_total":100,"direct_labels_cover":0,"predictions_cover":100,"exported":100,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/48182b9b7a67","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+Health+Science+and+Practice"},"results":[{"id":"W2066838952","doi":"10.9745/ghsp-d-14-00217","title":"Tightening Up the Nomenclature for Non-Physician Clinicians: Why Not Call All of Them Physician Assistants?","year":2015,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hanzehogeschool Groningen","keywords":"Nomenclature; Physician assistants; Medicine; Family medicine; Medical education; Nurse practitioners; Health care; Political science; Biology; Taxonomy (biology); Law","score_opus":0.1723488426565953,"score_gpt":0.5125865516729144,"score_spread":0.3402377090163191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066838952","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012027491,0.001286071,0.0002485451,0.93385977,0.005431929,0.0027928886,0.001009337,0.00006288298,0.05518829],"genre_scores_gemma":[0.00076454045,0.00100966,0.0027761206,0.9895244,0.0043966537,0.0001938262,0.0001373875,0.000042072606,0.001155316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99217474,0.000958046,0.0015909277,0.0010734706,0.0019986432,0.0022041397],"domain_scores_gemma":[0.98777705,0.0050798925,0.0030957344,0.001098695,0.0024673394,0.00048130815],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012672081,0.0005415292,0.0012758423,0.00012223721,0.002951766,0.00009413734,0.0014329442,0.00088632724,0.000013555693],"category_scores_gemma":[0.0017667789,0.00036900296,0.00018250695,0.0012039499,0.00081765495,0.001162402,0.0004418624,0.0037244428,0.00009706734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034975013,0.000036515044,0.00015441238,0.0013545351,0.00004491698,0.0000087488825,0.001860949,1.232971e-7,0.0000041003154,0.0010242196,0.9756902,0.019471532],"study_design_scores_gemma":[0.00078557734,0.00039446246,0.0012905679,0.00043129505,0.0001451661,0.000011835137,0.0020186442,0.00003621658,0.0000013559063,0.0026229525,0.9919212,0.00034076415],"about_ca_topic_score_codex":0.0026288906,"about_ca_topic_score_gemma":0.00036145514,"teacher_disagreement_score":0.05566464,"about_ca_system_score_codex":0.002319091,"about_ca_system_score_gemma":0.02538653,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W2106753785","doi":"10.9745/ghsp-d-14-00026","title":"Evaluation of community-based interventions to improve TB case detection in a rural district of Tanzania","year":2014,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Medicine; Tanzania; Tuberculosis; Psychological intervention; Family medicine; Case finding; Quarter (Canadian coin); Sputum; Medical emergency; Environmental health; Nursing; Socioeconomics","score_opus":0.1240192554863369,"score_gpt":0.519442489545959,"score_spread":0.39542323405962204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106753785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98609287,0.00013522517,0.0017742187,0.010573738,0.00007183544,0.00048567963,0.00001592076,0.0000049310606,0.0008456143],"genre_scores_gemma":[0.9970996,0.000021093905,0.000805619,0.00203882,0.000011797058,0.000017707716,0.0000032519358,0.0000012329496,8.936888e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974311,0.0013660697,0.0003423193,0.0001008129,0.0005363344,0.00022333769],"domain_scores_gemma":[0.99787563,0.00061802124,0.00018832399,0.00020399336,0.000898322,0.00021568756],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02870326,0.000047649046,0.00017857132,0.00014043374,0.00016329375,0.000007238872,0.00007143625,0.000030325706,0.000004804615],"category_scores_gemma":[0.02265791,0.000040238818,0.000027159218,0.00095238275,0.00019431743,0.00020353564,0.000044631488,0.00017802777,0.0000022832521],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008106521,0.0005698963,0.008093231,0.0006580304,0.000009577246,0.000004676056,0.0003971337,0.00009362809,0.0037726995,0.00041887007,0.0002640607,0.98490757],"study_design_scores_gemma":[0.0052002515,0.014876374,0.8877281,0.00075031666,0.00024082528,0.0019119829,0.0080751,0.07600901,0.001844885,0.001090853,0.0020926928,0.00017962717],"about_ca_topic_score_codex":0.025433851,"about_ca_topic_score_gemma":0.0046114963,"teacher_disagreement_score":0.9847279,"about_ca_system_score_codex":0.0003846368,"about_ca_system_score_gemma":0.0008061319,"threshold_uncertainty_score":0.99480337},"labels":[],"label_agreement":null},{"id":"W2175534624","doi":"10.9745/ghsp-d-15-00228","title":"Institutional Care of Children in Low- and Middle-Income Settings: Challenging the Conventional Wisdom of Oliver Twist","year":2015,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Low income; Twist; Quality (philosophy); Psychology; Foster care; Developmental psychology; Medicine; Nursing; Demographic economics; Economics; Physics","score_opus":0.027852415680210747,"score_gpt":0.3546453752298468,"score_spread":0.32679295954963605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175534624","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03326912,0.025383301,0.000007756203,0.91201246,0.0010115375,0.0007363309,0.0003799858,0.0000149565285,0.027184574],"genre_scores_gemma":[0.7656217,0.009550701,0.00047563168,0.22236094,0.0017304232,0.000015301299,0.0001257094,0.000009221196,0.00011034836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734825,0.00028979903,0.00038575058,0.00033713516,0.0012494035,0.0003896543],"domain_scores_gemma":[0.9980202,0.0002719168,0.00058329565,0.00016286425,0.00082379696,0.00013796492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040797396,0.00012665782,0.00023132838,0.000094259354,0.0010229056,0.00006998988,0.00041254135,0.00015718759,0.000011762438],"category_scores_gemma":[0.0009771651,0.00010419007,0.000026672935,0.0007061308,0.0024369992,0.0007537407,0.00007557713,0.0004037241,0.0000019440627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003593207,0.00067344133,0.16000073,0.007462806,0.00018934232,0.00004125915,0.2808359,0.00008034491,8.21669e-7,0.21640489,0.3130447,0.020906474],"study_design_scores_gemma":[0.0006006772,0.00010420843,0.14282954,0.0016193652,0.000040544146,0.000100200385,0.030640688,0.000016403079,6.9741793e-7,0.0016766392,0.82210296,0.0002680778],"about_ca_topic_score_codex":0.017669272,"about_ca_topic_score_gemma":0.0016191676,"teacher_disagreement_score":0.7323526,"about_ca_system_score_codex":0.00051227194,"about_ca_system_score_gemma":0.008703675,"threshold_uncertainty_score":0.99691606},"labels":[],"label_agreement":null},{"id":"W2196782522","doi":"10.9745/ghsp-d-15-00221","title":"Monitoring and Evaluating the Transition of Large-Scale Programs in Global Health","year":2015,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"United States Agency for International Development","keywords":"Stakeholder; Transition (genetics); Process management; Sustainability; Transition management (governance); Stakeholder engagement; Monitoring and evaluation; Set (abstract data type); Business; Knowledge management; Computer science; Public relations; Political science","score_opus":0.10669376583041852,"score_gpt":0.48693912981315945,"score_spread":0.38024536398274095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196782522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93176407,0.0049180677,0.000060686853,0.060787532,0.0002503784,0.0006548311,0.000013717429,0.00001895581,0.001531746],"genre_scores_gemma":[0.9892787,0.0008772898,0.0036375853,0.0060953363,0.00009695562,0.0000067491796,0.0000015426367,0.00000218903,0.000003677827],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99782145,0.00017825644,0.00036856416,0.00027988857,0.00083434075,0.0005175189],"domain_scores_gemma":[0.9987515,0.000046090103,0.0002226122,0.00014396713,0.00031080729,0.00052502466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008064834,0.00009586897,0.0002370859,0.000024896732,0.00028607293,0.000041164774,0.00009219085,0.00003485548,6.7749846e-7],"category_scores_gemma":[0.00035092386,0.00006604878,0.000013552083,0.00083666766,0.00022651709,0.00040684605,0.000053315234,0.00015004129,0.0000020641598],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018667815,0.00066956773,0.41661954,0.00096626155,0.000011561579,0.000014889946,0.011472354,0.00002762239,0.000027290942,0.003337186,0.00038009463,0.56460685],"study_design_scores_gemma":[0.0028154291,0.0051136645,0.95626175,0.0009733399,0.000029149864,0.0014068417,0.025405291,0.0015987771,0.000009546723,0.0023535981,0.003901301,0.00013130375],"about_ca_topic_score_codex":0.006162701,"about_ca_topic_score_gemma":0.00028162525,"teacher_disagreement_score":0.56447554,"about_ca_system_score_codex":0.0005775926,"about_ca_system_score_gemma":0.0025361385,"threshold_uncertainty_score":0.93162024},"labels":[],"label_agreement":null},{"id":"W2213277557","doi":"10.9745/ghsp-d-15-00142","title":"Nurse Mentors to Advance Quality Improvement in Primary Health Centers: Lessons From a Pilot Program in Northern Karnataka, India","year":2015,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"University of Manitoba; Bill and Melinda Gates Foundation","keywords":"Nursing; Referral; Medicine; Focus group; Intervention (counseling); Quality management; Program evaluation; Health care; Family medicine; Service (business)","score_opus":0.05072907329024501,"score_gpt":0.4568836890646377,"score_spread":0.4061546157743927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213277557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8510306,0.0015915459,0.00001890975,0.14115688,0.00043573292,0.0020004883,0.00009286804,0.00005037256,0.0036226336],"genre_scores_gemma":[0.9072014,0.00059463887,0.004983249,0.08701948,0.00008979009,0.00006440989,0.000023314347,0.0000075556054,0.000016157988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962109,0.00021436591,0.00072845793,0.00069811515,0.0011340968,0.0010140743],"domain_scores_gemma":[0.9973723,0.00007386716,0.00037859415,0.0003419705,0.00024822258,0.0015850061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049209273,0.00019767701,0.00046791974,0.00012398424,0.00017024427,0.00007157947,0.00024777034,0.000041745738,0.0000022812308],"category_scores_gemma":[0.00062010024,0.00017082793,0.00001868773,0.001299982,0.00015869204,0.000694911,0.00013183289,0.00031264566,0.00002937363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033618752,0.0024953068,0.63756305,0.00035455558,0.0000083219775,0.00005408011,0.0029554565,0.000010469257,0.000026285923,0.0009226939,0.0015784783,0.3506694],"study_design_scores_gemma":[0.0026621982,0.0043194327,0.9512394,0.0004165312,0.000005205592,0.000043318232,0.003601846,0.00001165598,0.0000035844103,0.00045013533,0.03709052,0.00015617209],"about_ca_topic_score_codex":0.081018366,"about_ca_topic_score_gemma":0.022931317,"teacher_disagreement_score":0.35051322,"about_ca_system_score_codex":0.0042895903,"about_ca_system_score_gemma":0.0051142583,"threshold_uncertainty_score":0.99953276},"labels":[],"label_agreement":null},{"id":"W2261999120","doi":"10.9745/ghsp-d-15-00129","title":"Task Shifting Provision of Contraceptive Implants to Community Health Extension Workers: Results of Operations Research in Northern Nigeria","year":2015,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"United States Agency for International Development","keywords":"Medicine; Economic shortage; Task (project management); Family planning; Population; Environmental health; Research methodology; Engineering","score_opus":0.24391297777353904,"score_gpt":0.564928872448535,"score_spread":0.3210158946749959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261999120","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022270663,0.96067005,0.000010342053,0.009726099,0.00026875283,0.004515952,0.00060122495,0.00001890188,0.0019180182],"genre_scores_gemma":[0.042698942,0.9538437,0.0016523892,0.0016196126,0.00007704864,0.00002245561,0.000061159146,0.000011541914,0.000013142442],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933556,0.0022537475,0.0015409465,0.0005341285,0.0015035365,0.0008120423],"domain_scores_gemma":[0.9948931,0.0007034562,0.0007202683,0.0006126533,0.0021399532,0.00093061634],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.034258306,0.0002293528,0.001570129,0.00033536716,0.000649631,0.00004378102,0.00037823783,0.00014493249,8.1371405e-7],"category_scores_gemma":[0.0044674305,0.00016852867,0.0000495595,0.0027917097,0.000408798,0.0004352947,0.00035621517,0.0010708247,0.00001547066],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014265759,0.0005492121,0.0007574782,0.013049609,0.000013750318,0.000015644464,0.0030157783,0.0000075591956,0.0000015703417,0.00012643893,0.0011791066,0.97985727],"study_design_scores_gemma":[0.002967172,0.01082637,0.027537093,0.12665027,0.00009234754,0.0014498952,0.020860452,0.000032758497,8.73023e-7,0.00020151374,0.8089434,0.00043787507],"about_ca_topic_score_codex":0.08828895,"about_ca_topic_score_gemma":0.02648479,"teacher_disagreement_score":0.9794194,"about_ca_system_score_codex":0.0017142494,"about_ca_system_score_gemma":0.017979825,"threshold_uncertainty_score":0.9944343},"labels":[],"label_agreement":null},{"id":"W2303552076","doi":"10.9745/ghsp-d-15-00355","title":"A Dedicated Postpartum Intrauterine Device Inserter: Pilot Experience and Proof of Concept","year":2016,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Asymptomatic; Intrauterine device; Patient satisfaction; Surgery; Obstetrics; Research methodology; Family planning; Population","score_opus":0.05306499330356572,"score_gpt":0.4122642909963438,"score_spread":0.3591992976927781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303552076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8963241,0.0024153206,0.0009813625,0.097918674,0.00020391482,0.0007987705,0.000011664594,0.000032623095,0.0013135499],"genre_scores_gemma":[0.98984957,0.0014478626,0.0012511087,0.007316866,0.000090563415,0.000021072756,9.869076e-7,0.0000033154822,0.000018684415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982225,0.0000803443,0.00034198616,0.00047191905,0.00048481824,0.00039849148],"domain_scores_gemma":[0.99825454,0.00011309205,0.00027527404,0.00024806036,0.0006024433,0.00050660945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667055,0.000105664025,0.00023344214,0.000052650306,0.00020883756,0.000020342004,0.00008875393,0.000031382122,0.000014467726],"category_scores_gemma":[0.0019647067,0.0000686512,0.00000922607,0.0005744517,0.000994065,0.00091662223,0.00006132523,0.00008066788,0.0000030843034],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002901142,0.00033202427,0.011474505,0.0003383821,0.000010119052,0.000012941768,0.0015357349,7.723057e-8,0.0077210777,0.003090308,0.0004922406,0.97209144],"study_design_scores_gemma":[0.005433923,0.0137950955,0.86466795,0.0010165554,0.00006945879,0.004068676,0.002779769,0.00024233822,0.012322882,0.0008142067,0.09439248,0.00039667892],"about_ca_topic_score_codex":0.00059066626,"about_ca_topic_score_gemma":0.000017028982,"teacher_disagreement_score":0.97169477,"about_ca_system_score_codex":0.00014951611,"about_ca_system_score_gemma":0.0013430383,"threshold_uncertainty_score":0.36626738},"labels":[],"label_agreement":null},{"id":"W2304820100","doi":"10.9745/ghsp-d-15-00173","title":"Results-Based Financing in Mozambique’s Central Medical Store: A Review After 1 Year","year":2016,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"World Bank Group; United States Agency for International Development","keywords":"Incentive; Accountability; Interdependence; Payment; Business; Teamwork; Finance; Process management; Computer science; Economics; Political science","score_opus":0.13055569122884803,"score_gpt":0.4700580465584649,"score_spread":0.33950235532961687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304820100","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018438024,0.9516109,0.000035798508,0.031287294,0.0005467096,0.0006696368,0.0008824568,0.00001576501,0.014949558],"genre_scores_gemma":[0.000061077546,0.9627827,0.0002794754,0.036553778,0.00018595337,0.00007297963,0.000011528124,0.000014486835,0.000038047383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959221,0.00013346666,0.0017366929,0.0009596143,0.00020221542,0.001045932],"domain_scores_gemma":[0.997025,0.0004839173,0.0011303367,0.00046803895,0.00006575855,0.0008269296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011609816,0.000311066,0.001518429,0.0002133548,0.00014333821,0.000110874775,0.0006067111,0.00023200102,0.000189995],"category_scores_gemma":[0.004879398,0.0002709079,0.00014901542,0.0010800041,0.0003581437,0.0006240561,0.00018471433,0.0005254328,0.0006507272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048299793,0.00006816877,0.000039205886,0.008257145,0.000009155754,0.00002831699,0.000019086801,1.1220712e-7,5.4251464e-10,0.02167722,0.00898715,0.96086615],"study_design_scores_gemma":[0.00039077614,0.00005651068,0.000116348754,0.018273612,0.000014869236,0.00006369972,0.0000022813113,0.00006258179,6.1671632e-9,0.0006720746,0.98006624,0.00028100878],"about_ca_topic_score_codex":0.00063534646,"about_ca_topic_score_gemma":0.00009658349,"teacher_disagreement_score":0.97107905,"about_ca_system_score_codex":0.0017737836,"about_ca_system_score_gemma":0.0054034954,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W2519256688","doi":"10.9745/ghsp-d-16-00069","title":"Scheduled Follow-Up Referrals and Simple Prevention Kits Including Counseling to Improve Post-Discharge Outcomes Among Children in Uganda: A Proof-of-Concept Study","year":2016,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Grand Challenges Canada; Mitacs; National Institutes of Health; Thrasher Research Fund","keywords":"Medicine; Referral; Psychological intervention; Family medicine; Intervention (counseling); Health care; Pediatrics; Emergency medicine; Nursing","score_opus":0.041009989021392045,"score_gpt":0.41573793943162,"score_spread":0.374727950410228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519256688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98510474,0.00034826144,0.00006604653,0.011896772,0.00020163936,0.0020844175,0.000040138926,0.000022720735,0.0002352857],"genre_scores_gemma":[0.99535036,0.0000825528,0.00045488132,0.0039871344,0.00004790248,0.000022630966,0.000002352438,0.0000060414,0.000046152098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750984,0.00013461972,0.00056173146,0.0005432546,0.00068275636,0.0005678289],"domain_scores_gemma":[0.9984161,0.00012873189,0.00033155506,0.00021803114,0.00040649628,0.00049905287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036109078,0.00017083937,0.00044428778,0.00011973393,0.00032080442,0.00004650493,0.00013965653,0.000054158027,0.000006945556],"category_scores_gemma":[0.0017846915,0.00011005357,0.000026011254,0.00062429375,0.00015569039,0.0009577656,0.000169985,0.00013636936,0.0000031816999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073957024,0.00036139227,0.9508149,0.00010706427,0.000022337344,0.000005210946,0.001986968,6.37982e-7,0.00029786356,0.0003357914,0.00006850271,0.045259763],"study_design_scores_gemma":[0.0032872765,0.0025044454,0.99080944,0.0003884395,0.0000381236,0.00007595351,0.0019791261,0.000011645185,0.00017928009,0.00041374672,0.00018236789,0.00013016014],"about_ca_topic_score_codex":0.0052326503,"about_ca_topic_score_gemma":0.0009845988,"teacher_disagreement_score":0.0451296,"about_ca_system_score_codex":0.0002918716,"about_ca_system_score_gemma":0.00085756904,"threshold_uncertainty_score":0.79102373},"labels":[],"label_agreement":null},{"id":"W2564720774","doi":"10.9745/ghsp-d-16-00282","title":"Zika Travel Policies May Reduce Women's Leadership in Global Health","year":2016,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Zika virus; Political science; Psychology; Public relations; Medicine; Business; Virology","score_opus":0.1337684076801261,"score_gpt":0.4379819088477811,"score_spread":0.304213501167655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564720774","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018288796,0.008093349,0.000020727213,0.9626054,0.0019583977,0.0012953575,0.00038740438,0.00009420772,0.023716249],"genre_scores_gemma":[0.01997941,0.0053901146,0.00055139104,0.9704323,0.002551839,0.00006164804,0.00004530386,0.00002434211,0.0009636659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98847765,0.0006509384,0.0013723866,0.001533767,0.002555541,0.005409698],"domain_scores_gemma":[0.9944948,0.00067306677,0.0010314628,0.0008456803,0.00057336356,0.0023816437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012478675,0.00065054063,0.0015454662,0.00035674367,0.00077693106,0.00018094097,0.00055530394,0.0006961695,0.00005307778],"category_scores_gemma":[0.0028626795,0.0005245498,0.00010525509,0.0029848823,0.0014094224,0.0009854138,0.00016717806,0.0017846428,0.00018652156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00070070045,0.00010700355,0.0020176996,0.0021170909,0.000015299753,0.00039246053,0.0005143022,1.1896261e-7,0.0000012215462,0.001337817,0.8962916,0.09650464],"study_design_scores_gemma":[0.0011719309,0.0010767047,0.032401387,0.0013672668,0.00001771246,0.0034816826,0.003252504,0.0000043030386,7.7863194e-7,0.00068492495,0.95612335,0.00041743164],"about_ca_topic_score_codex":0.010922662,"about_ca_topic_score_gemma":0.0002276998,"teacher_disagreement_score":0.09608722,"about_ca_system_score_codex":0.011147139,"about_ca_system_score_gemma":0.0339336,"threshold_uncertainty_score":0.99972063},"labels":[],"label_agreement":null},{"id":"W2778603375","doi":"10.9745/ghsp-d-17-00203","title":"Food Security and Nutrition Outcomes of Farmer Field Schools in Eastern Democratic Republic of the Congo","year":2017,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"Office of Food for Peace; United States Agency for International Development","keywords":"Democracy; Food security; Food insecurity; Political science; Agricultural economics; Economic growth; Geography; Socioeconomics; Business; Economics; Agriculture; Politics; Law","score_opus":0.16767724511110696,"score_gpt":0.5197572154517146,"score_spread":0.3520799703406077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778603375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105371,0.00048540707,0.000009444965,0.08244228,0.00048703913,0.0009600735,0.000054469783,0.0000074534987,0.0050166994],"genre_scores_gemma":[0.99377614,0.00045250426,0.00040613092,0.0052980892,0.000026040292,0.000022349546,7.60744e-7,0.0000019334882,0.000016063876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980569,0.00035384076,0.0005668224,0.00023499259,0.00041655934,0.00037090023],"domain_scores_gemma":[0.9974136,0.0005916288,0.00095784396,0.00045100995,0.0004046726,0.00018129777],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039039042,0.000082202925,0.0002593444,0.00006304306,0.0021246558,0.000034320306,0.00033236668,0.00010153689,0.000011281794],"category_scores_gemma":[0.0070630126,0.00006231249,0.00002006489,0.0003058423,0.00040333613,0.0011027796,0.00028851826,0.00041410082,0.0000027866004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015742308,0.00012773775,0.95789343,0.0008098958,0.0000056419626,3.6901457e-7,0.0026977032,2.1631737e-7,0.0000025641766,0.03521366,0.0008079563,0.0022833913],"study_design_scores_gemma":[0.00094280636,0.00060768303,0.9692827,0.00047126043,0.000012712227,0.000007411871,0.008309654,0.00018280085,0.000004843253,0.016536618,0.0035692265,0.00007231622],"about_ca_topic_score_codex":0.0074787303,"about_ca_topic_score_gemma":0.0040862663,"teacher_disagreement_score":0.083239,"about_ca_system_score_codex":0.00011319393,"about_ca_system_score_gemma":0.0013696522,"threshold_uncertainty_score":0.9991744},"labels":[],"label_agreement":null},{"id":"W2779140530","doi":"10.9745/ghsp-d-17-00444","title":"Modeling Outputs Can Be Valuable When Uncertainty Is Appropriately Acknowledged, but Misleading When Not","year":2017,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Process (computing); Risk analysis (engineering); Psychological intervention; Computer science; Management science; Medicine; Economics","score_opus":0.10499842191554652,"score_gpt":0.4020620750939322,"score_spread":0.2970636531783857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779140530","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004756778,0.001700593,0.00012505581,0.96028256,0.0018867226,0.00109624,0.00036884405,0.00009846498,0.029684745],"genre_scores_gemma":[0.015126635,0.0014482292,0.0036115667,0.97162735,0.0033230023,0.000021742882,0.00006925319,0.00003271197,0.0047394834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99330425,0.00020670099,0.0007920829,0.0014582351,0.0023646115,0.0018741232],"domain_scores_gemma":[0.99527484,0.00015343295,0.0007963925,0.0010937261,0.0016457108,0.0010359079],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005030413,0.0005678941,0.0010233064,0.00016009415,0.0022269853,0.000571937,0.00093281816,0.0005870203,0.000061014154],"category_scores_gemma":[0.001888185,0.0004685042,0.000115705385,0.00027061292,0.00056504336,0.00091814966,0.00040562195,0.00204737,0.00016106178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045741018,0.000078342884,0.00027051714,0.001876703,0.00005764084,0.00032498353,0.001818689,0.000020163565,0.000008179873,0.00019382434,0.9826901,0.0122034615],"study_design_scores_gemma":[0.0010329518,0.0004951874,0.00019368192,0.0011293074,0.00020695126,0.0015907427,0.0004506923,0.00418619,0.000010999534,0.0018478261,0.98837084,0.00048463233],"about_ca_topic_score_codex":0.04250524,"about_ca_topic_score_gemma":0.00034841406,"teacher_disagreement_score":0.042156823,"about_ca_system_score_codex":0.0018994857,"about_ca_system_score_gemma":0.008654185,"threshold_uncertainty_score":0.99977666},"labels":[],"label_agreement":null},{"id":"W2794473470","doi":"10.9745/ghsp-d-17-00380","title":"Effective Collaboration for Scaling Up Health Technologies: A Case Study of the Chlorhexidine for Umbilical Cord Care Experience","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"UNICEF; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Interpersonal communication; Public relations; Focus group; Agency (philosophy); Flexibility (engineering); Task (project management); Health care; Business; Psychology; Knowledge management; Nursing; Medicine; Political science; Medical education; Social psychology; Marketing; Economic growth; Economics; Sociology; Computer science; Management","score_opus":0.04483360535525333,"score_gpt":0.4736409976404058,"score_spread":0.42880739228515247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794473470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846156,0.0005887549,0.00025252104,0.0076898565,0.00064431544,0.005901894,0.00007629881,0.000044772365,0.00018594672],"genre_scores_gemma":[0.9947571,0.000029103754,0.0030460677,0.0018096146,0.00004793573,0.0002980367,0.000004494025,0.000003658713,0.0000039611764],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985324,0.00006545718,0.00030531987,0.00037261457,0.00038148573,0.00034271408],"domain_scores_gemma":[0.9972978,0.000352759,0.00031544853,0.00026037922,0.0016798059,0.000093794835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192941,0.000102841026,0.00023669118,0.000048058257,0.001173365,0.000043242802,0.0001417341,0.000050684022,5.69345e-7],"category_scores_gemma":[0.0027742533,0.000070769725,0.000021151393,0.0011192383,0.00049882557,0.0003467165,0.00008724667,0.000083038394,1.7359002e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010358167,0.00028352326,0.020501679,0.00195239,0.00004860809,0.000029585724,0.4023474,0.000001524218,0.00020369272,0.0015165329,0.0028003934,0.5599565],"study_design_scores_gemma":[0.0033632722,0.013766104,0.0052237473,0.0002911279,0.000054128086,0.0019474726,0.9462836,0.0005803913,0.0013243,0.00009183594,0.026881222,0.00019283747],"about_ca_topic_score_codex":0.00056051294,"about_ca_topic_score_gemma":0.00033772097,"teacher_disagreement_score":0.55976367,"about_ca_system_score_codex":0.00041455743,"about_ca_system_score_gemma":0.0021959853,"threshold_uncertainty_score":0.9024694},"labels":[],"label_agreement":null},{"id":"W2810469252","doi":"10.9745/ghsp-d-18-00196","title":"<i>Global Health: Science and Practice</i> … 5 Years In","year":2018,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Publication; Global health; Public relations; Experiential learning; Political science; Global Leadership; Medical education; Psychology; Health care; Medicine","score_opus":0.0558153497854439,"score_gpt":0.5430421953900095,"score_spread":0.48722684560456564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810469252","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055446173,0.020782849,0.00011220762,0.1650156,0.7326701,0.013543059,0.0015283658,0.00034534576,0.065447964],"genre_scores_gemma":[0.0050000423,0.16769458,0.026907615,0.27555272,0.5177818,0.006051967,0.00027915818,0.00014397701,0.0005881425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98332524,0.00150469,0.0025161232,0.0028310672,0.0053882063,0.0044346913],"domain_scores_gemma":[0.97548336,0.0071501415,0.004009067,0.0016750009,0.006725492,0.0049569462],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07114491,0.00063685613,0.001208899,0.00048776652,0.007200183,0.000309262,0.0015044122,0.00095739134,0.000034039724],"category_scores_gemma":[0.061695684,0.00064670824,0.000040612238,0.007994561,0.004403129,0.0033795405,0.0011881748,0.0026909453,0.0003362302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00051151053,0.00016539979,0.00067051616,0.0010855545,0.000004653726,0.000010211438,0.0006888289,4.483385e-7,4.136096e-7,0.0060420735,0.9153577,0.075462684],"study_design_scores_gemma":[0.00129385,0.00079925155,0.009473286,0.00076230546,0.000025871692,0.00013006241,0.002947619,0.000041830823,4.314744e-8,0.0009799496,0.9831406,0.00040535512],"about_ca_topic_score_codex":0.03695232,"about_ca_topic_score_gemma":0.0074396227,"teacher_disagreement_score":0.21488835,"about_ca_system_score_codex":0.011551739,"about_ca_system_score_gemma":0.18399937,"threshold_uncertainty_score":0.9996099},"labels":[],"label_agreement":null},{"id":"W2810817916","doi":"10.9745/ghsp-d-17-00427","title":"Review of Grain Fortification Legislation, Standards, and Monitoring Documents","year":2018,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrition International","funders":"Centers for Disease Control and Prevention; Global Affairs Canada; Department for International Development; Emory University; Bill and Melinda Gates Foundation","keywords":"Checklist; Documentation; Legislation; Fortification; Business; Food fortification; Mandate; Geography; Agricultural science; Micronutrient; Agricultural economics; Medicine; Political science; Economics; Law; Environmental science; Computer science; Psychology","score_opus":0.0816819983849064,"score_gpt":0.5166624167792084,"score_spread":0.434980418394302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810817916","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026672767,0.9933043,0.000052586678,0.0013332393,0.00038565716,0.001004846,0.000055889737,0.000010651038,0.0038501492],"genre_scores_gemma":[0.000006792165,0.9968334,0.00175212,0.0012104157,0.00011945553,0.000016542543,0.00001785327,0.0000052757096,0.000038170725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977551,0.00013121022,0.0006166929,0.00038584069,0.0008491906,0.0002619593],"domain_scores_gemma":[0.9976613,0.000093567694,0.0008556424,0.00029593534,0.00084512663,0.00024843498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007343724,0.00015700955,0.0007528675,0.000080509206,0.00024339868,0.000042189637,0.00010902934,0.00006455616,0.0000071816107],"category_scores_gemma":[0.0034571278,0.000119012046,0.000042370455,0.00092152425,0.0003919949,0.0006311579,0.000058873837,0.0001196656,0.0000047473964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013528065,0.000019198358,0.000038551938,0.094258495,0.000004832001,4.313174e-7,0.00003232171,1.2379636e-9,3.782944e-8,0.00042691274,0.0066007124,0.898605],"study_design_scores_gemma":[0.00013436568,0.00011495074,0.00018230759,0.048048124,0.00034417145,0.00013811505,0.00007256269,2.73484e-7,1.11031696e-7,0.000056593566,0.95083123,0.00007716007],"about_ca_topic_score_codex":0.00021492837,"about_ca_topic_score_gemma":0.0000024285903,"teacher_disagreement_score":0.94423056,"about_ca_system_score_codex":0.00021541715,"about_ca_system_score_gemma":0.004235252,"threshold_uncertainty_score":0.7513155},"labels":[],"label_agreement":null},{"id":"W2810943987","doi":"10.9745/ghsp-d-16-00290","title":"Effectiveness of SMS Technology on Timely Community Health Worker Follow-Up for Childhood Malnutrition: A Retrospective Cohort Study in sub-Saharan Africa","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Novartis Foundation; Novartis Foundation for Sustainable Development","keywords":"Malnutrition; Medicine; Psychological intervention; Logistic regression; Environmental health; Cohort; Developing country; Health facility; Community health workers; Under-five; Pediatrics; Population; Nursing; Health services; Economic growth","score_opus":0.04780350994045148,"score_gpt":0.4666437209807826,"score_spread":0.41884021104033115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810943987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91519415,0.0035152028,0.00071160943,0.024713015,0.0017390342,0.043689948,0.0004532746,0.0002246311,0.0097591225],"genre_scores_gemma":[0.9863187,0.0013741624,0.0011636638,0.0037129703,0.000112416536,0.0072623226,0.000020395055,0.000016538943,0.000018846302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928448,0.0028978765,0.0011959287,0.0008246741,0.00074894686,0.0014877344],"domain_scores_gemma":[0.99275523,0.002967518,0.0010855364,0.0009036459,0.001615857,0.00067219563],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.033277657,0.00025738476,0.00084547,0.00042048004,0.0048205513,0.000019398414,0.00051387696,0.00022137444,0.000011125521],"category_scores_gemma":[0.004735155,0.00024248219,0.000039572133,0.0041136127,0.0007961376,0.00042282566,0.00020052341,0.0012160914,0.000050275343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006935554,0.0057914536,0.87775165,0.0025760615,0.000046606074,0.000002059157,0.004147117,0.0000016677103,0.000027227874,0.024558054,0.01729609,0.060866445],"study_design_scores_gemma":[0.003911214,0.006880725,0.95780843,0.00090549735,0.000017076165,0.00001263306,0.0035856839,0.000021814605,0.000007883327,0.004563958,0.022134596,0.00015047022],"about_ca_topic_score_codex":0.0063628205,"about_ca_topic_score_gemma":0.0034335556,"teacher_disagreement_score":0.08005679,"about_ca_system_score_codex":0.0025108778,"about_ca_system_score_gemma":0.0075205364,"threshold_uncertainty_score":0.9981059},"labels":[],"label_agreement":null},{"id":"W2894814534","doi":"10.9745/ghsp-d-18-00147","title":"Helping Babies Breathe, Second Edition: A Model for Strengthening Educational Programs to Increase Global Newborn Survival","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Mathematics education; Medicine; Pediatrics","score_opus":0.04576433289759377,"score_gpt":0.4123113535015138,"score_spread":0.3665470206039201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894814534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72352374,0.00067362166,0.0098471595,0.20305195,0.0020427625,0.0027170836,0.00064570864,0.00015559715,0.05734235],"genre_scores_gemma":[0.8860526,0.000059822883,0.07129732,0.04039078,0.0017979362,0.00006244042,0.000033811393,0.000008008968,0.00029726102],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769455,0.000047030157,0.00034245529,0.0005127525,0.0006886565,0.00071454194],"domain_scores_gemma":[0.99745584,0.000117305186,0.00017656517,0.00020746845,0.0010124176,0.0010304006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020298848,0.00016572485,0.00024771132,0.000043838743,0.000938979,0.00014877127,0.0001735581,0.000052985917,0.000031153144],"category_scores_gemma":[0.0008106346,0.00014271449,0.000033701857,0.00074871763,0.00034066432,0.00069064036,0.00010296399,0.000099934594,0.000035304838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008530373,0.0019295058,0.06350802,0.0017799638,0.000101080455,0.000019086432,0.0038678343,0.000045000892,0.00010825387,0.2187399,0.0752592,0.6261118],"study_design_scores_gemma":[0.00493423,0.008267805,0.33046213,0.0014109439,0.00020340785,0.0048165605,0.0052843224,0.02119209,0.00003526461,0.036428355,0.5860079,0.00095696957],"about_ca_topic_score_codex":0.0015675132,"about_ca_topic_score_gemma":0.00069666404,"teacher_disagreement_score":0.6251548,"about_ca_system_score_codex":0.0006263193,"about_ca_system_score_gemma":0.0040297518,"threshold_uncertainty_score":0.7221962},"labels":[],"label_agreement":null},{"id":"W2894883921","doi":"10.9745/ghsp-d-18-00336","title":"New Evidence on Carbetocin: Another Arrow in Our Quiver","year":2018,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Uterotonic; Oxytocin; Quiver; Medicine; Economics; Monetary economics; Internal medicine; Mathematics","score_opus":0.10721738434086468,"score_gpt":0.46614901207110465,"score_spread":0.35893162773023995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894883921","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015465093,0.0027266238,0.000013134822,0.980431,0.0010599728,0.0007525688,0.000024220672,0.000034942754,0.013411035],"genre_scores_gemma":[0.013293564,0.0013173468,0.0011023561,0.9775513,0.0034045565,0.000009452688,0.0000060013804,0.000014962543,0.0033004563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611574,0.00017150457,0.00043299698,0.0008403493,0.0015313507,0.0009080639],"domain_scores_gemma":[0.9981044,0.00018948602,0.00037399674,0.0004807339,0.00039406095,0.00045732257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002517993,0.0002831141,0.0004930659,0.00016889049,0.00024190039,0.0000974029,0.0003196475,0.00034224582,0.00005913676],"category_scores_gemma":[0.0010328722,0.00021967072,0.000037974503,0.0009138451,0.00019561981,0.00064969884,0.00009781749,0.0012054938,0.00032807683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006105936,0.000025404324,0.0023622073,0.00088215916,0.000005369997,0.00048006608,0.00023677139,7.809351e-8,0.0000038592266,0.00006912814,0.9736214,0.021702936],"study_design_scores_gemma":[0.00044849268,0.0017844,0.021493757,0.002827232,0.00002543961,0.0010835651,0.00023658891,0.000011555419,0.000008723542,0.00017811508,0.97167623,0.0002259267],"about_ca_topic_score_codex":0.021153672,"about_ca_topic_score_gemma":0.00035794693,"teacher_disagreement_score":0.021477008,"about_ca_system_score_codex":0.0010990098,"about_ca_system_score_gemma":0.0057959836,"threshold_uncertainty_score":0.99984026},"labels":[],"label_agreement":null},{"id":"W2895336162","doi":"10.9745/ghsp-d-18-00291","title":"Helping Babies Breathe—Beyond Training","year":2018,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Training (meteorology); Asphyxia; Psychology; Medicine; Nursing; Medical education; Pediatrics; Geography","score_opus":0.07279285043276228,"score_gpt":0.42110128348779,"score_spread":0.34830843305502773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895336162","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001527993,0.006279594,0.000010233078,0.9015011,0.0009377625,0.00059235975,0.000093407056,0.00009639097,0.08896112],"genre_scores_gemma":[0.0073981704,0.000918005,0.0022211133,0.9849127,0.0036387045,0.000021018404,0.000017905099,0.000017446135,0.0008549444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634206,0.00009973908,0.00037183164,0.00079138554,0.00137095,0.0010240431],"domain_scores_gemma":[0.997663,0.00043154176,0.00022280005,0.0004157417,0.0008213997,0.0004454676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023927726,0.0002960197,0.00054642477,0.00014099412,0.0010921508,0.00016577287,0.0001944101,0.00019321645,0.000046957422],"category_scores_gemma":[0.0021086687,0.00025496588,0.00006362576,0.00091497076,0.0015775585,0.00071069907,0.00022832058,0.00074361794,0.00014665087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012948121,0.000025042185,0.00020576893,0.0005625674,0.00004136434,0.00033673158,0.0012254664,7.2507156e-9,0.0000025649376,0.00006309384,0.88803965,0.10936825],"study_design_scores_gemma":[0.00030365016,0.0005353433,0.0023850382,0.00036701016,0.0001444864,0.00321409,0.0017715616,0.000023240043,9.689778e-7,0.00032350386,0.99071276,0.00021837318],"about_ca_topic_score_codex":0.00046471297,"about_ca_topic_score_gemma":0.000038347334,"teacher_disagreement_score":0.10914987,"about_ca_system_score_codex":0.000620237,"about_ca_system_score_gemma":0.005135747,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W2895710521","doi":"10.9745/ghsp-d-18-00083","title":"Local Sourcing and Supplier Development in Global Health: Analysis of the Supply Chain Management System's Local Procurement in 4 Countries","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"University of Michigan","keywords":"Procurement; Strategic sourcing; Business; Supply chain management; Supply chain; Supply chain risk management; Industrial organization; Commerce; Service management; Marketing; Strategic planning; Strategic financial management","score_opus":0.013358898867079166,"score_gpt":0.2909121103464269,"score_spread":0.27755321147934775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895710521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569052,0.0023180358,0.0060022552,0.021593498,0.0008458892,0.0017039789,0.000016988322,0.00005199783,0.010562186],"genre_scores_gemma":[0.994563,0.000101566,0.0004883692,0.0047474504,0.000069699105,0.000017549297,0.0000025221598,0.0000029301477,0.0000069290472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976823,0.000027782628,0.00054969627,0.00041844673,0.0007404411,0.00058135303],"domain_scores_gemma":[0.9991419,0.000025007614,0.000417659,0.0001772589,0.00019319092,0.000045023597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004436619,0.0001531341,0.00030888163,0.00022441674,0.00060858467,0.00017014288,0.00027626104,0.000038061266,0.0000037410666],"category_scores_gemma":[0.000056379067,0.00011754879,0.000020135902,0.004264349,0.0006790632,0.0009606655,0.0003824099,0.000097038646,0.00000885482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044275555,0.00021363673,0.57806784,0.0019597835,0.00005749544,0.000011312062,0.0014331313,0.000493777,7.4299834e-7,0.173497,0.00073538633,0.24308717],"study_design_scores_gemma":[0.00049697043,0.00005279903,0.92650205,0.00048931886,0.000046041816,0.000010115811,0.004817538,0.0124833165,0.0000028262405,0.00024840233,0.054677375,0.00017324778],"about_ca_topic_score_codex":0.00607216,"about_ca_topic_score_gemma":0.010502553,"teacher_disagreement_score":0.34843424,"about_ca_system_score_codex":0.0010089421,"about_ca_system_score_gemma":0.00056784373,"threshold_uncertainty_score":0.917933},"labels":[],"label_agreement":null},{"id":"W2896657308","doi":"10.9745/ghsp-d-18-00230","title":"Establishing Standards to Evaluate the Impact of Integrating Digital Health into Health Systems","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; Johns Hopkins University; World Health Organization; Aetna Foundation","keywords":"Digital health; Sustainability; Bridge (graph theory); Context (archaeology); Scale (ratio); Key (lock); Activity-based costing; Data science; Political science; Public relations; Computer science; Knowledge management; Health care; Management science; Engineering ethics; Business; Engineering; Medicine; Computer security; Marketing; Geography","score_opus":0.07190879557934764,"score_gpt":0.5757051676630764,"score_spread":0.5037963720837288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896657308","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14168233,0.025835736,0.040112697,0.6711114,0.00820586,0.042186733,0.0034276207,0.0006878963,0.06674974],"genre_scores_gemma":[0.952884,0.0017031229,0.0037197592,0.03987114,0.0007821132,0.0009397863,0.000022431424,0.00002496515,0.000052663232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99107,0.0015529117,0.0021035871,0.0008747628,0.0020933438,0.0023054143],"domain_scores_gemma":[0.9878861,0.0021888383,0.0018691879,0.0009818085,0.004228701,0.0028454126],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047450442,0.00031259036,0.00074883434,0.00021692255,0.008412774,0.00026173715,0.000781458,0.0001094306,0.000029387304],"category_scores_gemma":[0.013331191,0.00020497544,0.000061613195,0.004003046,0.0008063545,0.001754522,0.0004019001,0.0008166972,0.00008451274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0008105298,0.00022390138,0.012505056,0.0021675634,0.000027982262,8.132335e-7,0.024751967,0.00006376108,0.0000125014385,0.049209427,0.24856474,0.66166174],"study_design_scores_gemma":[0.0014771295,0.007706757,0.04079051,0.0021343732,0.000014721295,0.00013247169,0.054637525,0.0032682398,0.0000012109973,0.0021140506,0.8872995,0.00042351382],"about_ca_topic_score_codex":0.10900686,"about_ca_topic_score_gemma":0.0031686663,"teacher_disagreement_score":0.8112017,"about_ca_system_score_codex":0.0066111325,"about_ca_system_score_gemma":0.07293182,"threshold_uncertainty_score":0.99720234},"labels":[],"label_agreement":null},{"id":"W2905816670","doi":"10.9745/ghsp-d-18-00461","title":"Antenatal Corticosteroids: <i>Primum non nocere</i>","year":2018,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Primum non nocere; Harm; Promotion (chess); Commission; Medicine; Work (physics); Resource (disambiguation); Intensive care medicine; Pediatrics; Political science; Law; Engineering; Computer science","score_opus":0.041101776430760656,"score_gpt":0.47878450212351087,"score_spread":0.43768272569275024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905816670","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010574248,0.015869405,0.00007002279,0.021768069,0.9295321,0.002674015,0.0007735933,0.0001424599,0.028112903],"genre_scores_gemma":[0.002076179,0.02546493,0.002834474,0.05135173,0.91682553,0.00008399043,0.00018556764,0.00008327698,0.0010943343],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901466,0.00018661181,0.0008204783,0.0014100226,0.005685166,0.0017511214],"domain_scores_gemma":[0.9899487,0.0014952433,0.00073986134,0.001003628,0.0043302667,0.0024823097],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010454484,0.0004059126,0.00077070616,0.00023453086,0.0010212738,0.00029495187,0.0006462235,0.0005565096,0.000046216883],"category_scores_gemma":[0.028485734,0.00034713923,0.00005892241,0.0018015758,0.0019224961,0.0012495604,0.0005833814,0.001712868,0.00043875593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021465,0.00012322312,0.00005094473,0.001681671,0.000013848274,0.00035982596,0.00007313243,1.6104705e-8,0.000024103208,0.000022402979,0.92480767,0.07069668],"study_design_scores_gemma":[0.0013161333,0.0034599025,0.0005710624,0.0005188642,0.000047269838,0.0009254707,0.00018698172,0.000038196304,0.000017588836,0.000031621574,0.9926401,0.00024680197],"about_ca_topic_score_codex":0.0020555938,"about_ca_topic_score_gemma":0.00011381563,"teacher_disagreement_score":0.07044988,"about_ca_system_score_codex":0.0025319052,"about_ca_system_score_gemma":0.043198854,"threshold_uncertainty_score":0.9998981},"labels":[],"label_agreement":null},{"id":"W2906909602","doi":"10.9745/ghsp-d-18-00256","title":"Revisiting the Facility-Based Delivery Rate Formula in the Philippines for Better Local Health Governance and Services","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Residence; Measure (data warehouse); Catchment area; Corporate governance; Health services; Population; Health facility; Place of birth; Geography; Local governance; Business; Environmental health; Demography; Medicine; Computer science; Cartography; Sociology; Finance; Drainage basin","score_opus":0.027364379174210862,"score_gpt":0.3782387987448958,"score_spread":0.35087441957068494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906909602","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47133213,0.0033984494,0.00038069842,0.5230776,0.00014006124,0.00095939415,0.00008526042,0.000016346818,0.0006100522],"genre_scores_gemma":[0.74955297,0.00070006994,0.00068762916,0.24880303,0.00023479019,0.00001163065,0.0000034532302,0.0000019011393,0.0000045490124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981263,0.00017949547,0.00033167758,0.00035141254,0.00044700812,0.0005640993],"domain_scores_gemma":[0.9986847,0.0003300011,0.00026322633,0.00022724253,0.00028565055,0.00020917418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070309,0.00012373347,0.00021472441,0.000018837334,0.0011154995,0.000103038976,0.00020734327,0.000031326705,0.0000030954861],"category_scores_gemma":[0.00027310493,0.000066759494,0.000020001928,0.0004893939,0.0005329063,0.00044980706,0.000059116705,0.00016165418,0.000006705204],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027616539,0.00016186021,0.061747562,0.0044485303,0.000015088603,0.000016561062,0.0035998907,0.000008941642,0.000027007138,0.009838218,0.0036997024,0.913675],"study_design_scores_gemma":[0.001576794,0.0013403243,0.6308701,0.0006885548,0.000023104249,0.0004602017,0.0036558872,0.0036296498,0.000010674355,0.0010777127,0.35651872,0.00014827635],"about_ca_topic_score_codex":0.0043000686,"about_ca_topic_score_gemma":0.00062925636,"teacher_disagreement_score":0.9135267,"about_ca_system_score_codex":0.00021009908,"about_ca_system_score_gemma":0.0010003124,"threshold_uncertainty_score":0.8579634},"labels":[],"label_agreement":null},{"id":"W2907009790","doi":"10.9745/ghsp-d-18-00067","title":"Strengthening and Institutionalizing the Leadership and Management Role of Frontline Nurses to Advance Universal Health Coverage in Zambia","year":2018,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; Pan American Health Organization; UNICEF","keywords":"Political science; Public administration; Psychology","score_opus":0.03197845797304108,"score_gpt":0.38313467034710286,"score_spread":0.3511562123740618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907009790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89053,0.0073379506,0.00020664021,0.090758964,0.00022049862,0.00080191455,0.000022383369,0.000018124512,0.010103545],"genre_scores_gemma":[0.97304034,0.002611967,0.0026810027,0.021581706,0.00004925367,0.000001926901,9.3217324e-7,0.0000018918681,0.00003099749],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987656,0.000059958023,0.00022386093,0.00025927802,0.0003471944,0.0003441221],"domain_scores_gemma":[0.9992928,0.000064064334,0.00013711503,0.00011070056,0.00010688535,0.00028846573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014773759,0.00008046906,0.00016618292,0.000055256674,0.0003808792,0.000027450998,0.000078526384,0.00001781887,0.0000023215828],"category_scores_gemma":[0.00016968253,0.00005992813,0.000006048755,0.00044645212,0.0004567883,0.00035243735,0.00008633791,0.00009460891,0.0000018115234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002940126,0.00033001683,0.1386275,0.0014415492,0.000028636872,0.000031900297,0.010184475,0.00003659734,0.00008122284,0.28123996,0.0017537939,0.5633042],"study_design_scores_gemma":[0.0014921814,0.0016438452,0.7973182,0.0009715156,0.00001897395,0.00041535968,0.018472737,0.00027724303,0.000015267135,0.0015366591,0.1777159,0.000122069185],"about_ca_topic_score_codex":0.0029143377,"about_ca_topic_score_gemma":0.00069246005,"teacher_disagreement_score":0.65869075,"about_ca_system_score_codex":0.00022280123,"about_ca_system_score_gemma":0.0004924514,"threshold_uncertainty_score":0.44056264},"labels":[],"label_agreement":null},{"id":"W2921393274","doi":"10.9745/ghsp-d-18-00407","title":"Association Between the Quality of Contraceptive Counseling and Method Continuation: Findings From a Prospective Cohort Study in Social Franchise Clinics in Pakistan and Uganda","year":2019,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Department for International Development; United States Agency for International Development","keywords":"Discontinuation; Medicine; Family planning; Demography; Hazard ratio; Prospective cohort study; Cohort; Cohort study; Developing country; Population; Environmental health; Confidence interval; Internal medicine; Research methodology","score_opus":0.03232020813951081,"score_gpt":0.4831067769766689,"score_spread":0.45078656883715806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921393274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908518,0.00046280934,0.000028014107,0.00643082,0.00007395711,0.0015499928,0.00005795945,0.00000555244,0.0005390929],"genre_scores_gemma":[0.99746406,0.00032234556,0.00040521848,0.0017368238,0.000050154933,0.000008189517,0.00000230948,0.0000019754177,0.000008921079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978007,0.00044562476,0.0005376309,0.00033654945,0.00063605834,0.00024344612],"domain_scores_gemma":[0.99775964,0.0012511543,0.00047055923,0.0000814576,0.0003374533,0.000099765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015157842,0.00008725639,0.00043651255,0.000034572306,0.00021642049,0.000044978882,0.00005653573,0.000063188985,0.000003319437],"category_scores_gemma":[0.000960067,0.000065129796,0.000011475015,0.00045439924,0.00012028804,0.00032835998,0.00003955887,0.00026605948,0.0000010931042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005431409,0.00009740204,0.98927677,0.00004191755,0.000020407026,9.798418e-7,0.0065426375,2.445308e-7,0.0000052985833,0.00042762718,0.00001788813,0.0030256805],"study_design_scores_gemma":[0.0023842389,0.00040929127,0.9862177,0.000062340056,0.000042264703,0.0000036065205,0.009410035,0.00004596953,0.0000014028337,0.0011896256,0.00017814848,0.000055428238],"about_ca_topic_score_codex":0.011794636,"about_ca_topic_score_gemma":0.0013060272,"teacher_disagreement_score":0.014197775,"about_ca_system_score_codex":0.00044815894,"about_ca_system_score_gemma":0.0005112025,"threshold_uncertainty_score":0.9947859},"labels":[],"label_agreement":null},{"id":"W2929214896","doi":"10.9745/ghsp-d-18-00475","title":"Scaling Up Misoprostol to Prevent Postpartum Hemorrhage at Home Births in Mozambique: A Case Study Applying the ExpandNet/WHO Framework","year":2019,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Australian Government","keywords":"Misoprostol; Medicine; Abortion; Scale (ratio); Nursing; Maternal death; Christian ministry; Environmental health; Obstetrics; Population; Pregnancy; Political science; Geography","score_opus":0.03394734067893772,"score_gpt":0.4164865011734273,"score_spread":0.38253916049448955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929214896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97685903,0.0012833043,0.00002495783,0.016300755,0.00054331834,0.004289725,0.00001307111,0.000031643118,0.00065416977],"genre_scores_gemma":[0.9805649,0.00014032042,0.0007417798,0.018002974,0.000082759674,0.00015673712,9.604003e-7,0.000008570059,0.0003009806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715626,0.0001942215,0.00045031804,0.0006103759,0.0008707563,0.00071809156],"domain_scores_gemma":[0.9981223,0.0003371856,0.00019391626,0.00046546367,0.00021570773,0.0006654231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042798854,0.00018225194,0.0003490714,0.00008899477,0.0006052362,0.00010311651,0.00020114341,0.00006635402,0.000027580883],"category_scores_gemma":[0.000606514,0.00012275213,0.00002718603,0.0012575474,0.00011065493,0.000404029,0.00028387527,0.0004067333,0.00009043581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075470633,0.0022745985,0.56981474,0.0041807694,0.00003555652,0.013422857,0.0470814,0.0000629022,0.00018155998,0.0013969572,0.00054840295,0.35345316],"study_design_scores_gemma":[0.0063484977,0.01231996,0.50322753,0.0038749843,0.00015324062,0.18022056,0.25441733,0.006348367,0.00019838501,0.0011764745,0.03029252,0.0014221551],"about_ca_topic_score_codex":0.010810782,"about_ca_topic_score_gemma":0.0006037447,"teacher_disagreement_score":0.35203102,"about_ca_system_score_codex":0.00061142334,"about_ca_system_score_gemma":0.000794848,"threshold_uncertainty_score":0.9957763},"labels":[],"label_agreement":null},{"id":"W2929958482","doi":"10.9745/ghsp-d-19-00091","title":"Retaining Patients in Care: An Important but Neglected Challenge","year":2019,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malnutrition; Human immunodeficiency virus (HIV); Medicine; Health care; Nursing; Intensive care medicine; Family medicine; Economic growth","score_opus":0.07392410479238745,"score_gpt":0.4778466191189671,"score_spread":0.40392251432657966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929958482","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009457568,0.004525285,0.0000027039562,0.92301816,0.0036472694,0.002806549,0.00030942628,0.00013318962,0.056099847],"genre_scores_gemma":[0.007116079,0.007674801,0.0005324538,0.9825793,0.0014032515,0.00009152579,0.00037875195,0.000035093333,0.0001887731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99120486,0.0015214588,0.0016015487,0.0013593147,0.0017899504,0.0025228895],"domain_scores_gemma":[0.9938113,0.0014836756,0.0017017908,0.0009454319,0.0015477135,0.00051008427],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0045484197,0.00046546478,0.00095606496,0.0003473295,0.0019470853,0.00007808043,0.00080419704,0.0010244283,0.000055202676],"category_scores_gemma":[0.0027544815,0.0004220164,0.00004935819,0.0014325429,0.00028328094,0.001943514,0.00043136708,0.004537709,0.00018060449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00025649823,0.00008416952,0.07197296,0.0023994416,0.0000097403545,0.0001450658,0.0054971976,1.9586196e-7,4.0480072e-7,0.00030871228,0.88356006,0.03576555],"study_design_scores_gemma":[0.0009629769,0.00082842185,0.0693889,0.0002915805,0.000020619009,0.00001655604,0.0035436524,0.000012045138,5.4062006e-8,0.00014244232,0.92442775,0.0003649674],"about_ca_topic_score_codex":0.019868357,"about_ca_topic_score_gemma":0.0032876737,"teacher_disagreement_score":0.05956111,"about_ca_system_score_codex":0.006657728,"about_ca_system_score_gemma":0.03602308,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W2976083476","doi":"10.9745/ghsp-d-19-00024","title":"Three Waves of Data Use Among Health Workers: The Experience of the Better Immunization Data Initiative in Tanzania and Zambia","year":2019,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Bill and Melinda Gates Foundation","keywords":"Tanzania; Data collection; Data quality; Qualitative property; Psychological intervention; Survey data collection; Medicine; Business; Environmental health; Computer science; Geography; Environmental planning; Nursing; Service (business); Marketing; Sociology","score_opus":0.31305157190326216,"score_gpt":0.5007989955920508,"score_spread":0.1877474236887886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976083476","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010172884,0.987966,0.000109947476,0.00796807,0.00032407412,0.0016306821,0.00037105213,0.0000068229915,0.0006060857],"genre_scores_gemma":[0.0055381353,0.9921099,0.00057130633,0.001668281,0.000057349407,0.0000062180357,0.000032835196,0.000005668321,0.0000103240645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99636024,0.0009998142,0.00072715915,0.0006298598,0.0008479808,0.0004349519],"domain_scores_gemma":[0.99476314,0.0015032312,0.0016823091,0.0016919906,0.00023807466,0.00012123007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009554531,0.00017203655,0.0006692587,0.00006315497,0.00092285447,0.00022650966,0.0027403156,0.00009643908,0.000006603944],"category_scores_gemma":[0.004091375,0.00010435506,0.000024827976,0.002329054,0.0007687386,0.0054867463,0.0016859957,0.0003256583,0.000001190975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021727668,0.00006308182,0.034467317,0.0018112273,0.000017904453,0.0000012295656,0.012373244,3.2000858e-7,2.9572055e-8,0.0023112511,0.003276513,0.9456562],"study_design_scores_gemma":[0.00021204782,0.000114009,0.12651494,0.007957384,0.000114521594,0.000020585929,0.01710121,0.000093766255,3.5813155e-8,0.00039108662,0.847232,0.00024844237],"about_ca_topic_score_codex":0.04271404,"about_ca_topic_score_gemma":0.025318451,"teacher_disagreement_score":0.9454077,"about_ca_system_score_codex":0.00021534646,"about_ca_system_score_gemma":0.0070300135,"threshold_uncertainty_score":0.99859923},"labels":[],"label_agreement":null},{"id":"W2998582615","doi":"10.9745/ghsp-d-19-00384","title":"A Tablet-Based Tool for Care During Labor+Attention to System Requirements","year":2019,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk analysis (engineering); Business; Computer science; Process management; Knowledge management","score_opus":0.05775036913865637,"score_gpt":0.47102370464002996,"score_spread":0.4132733355013736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998582615","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009572198,0.0015562956,0.0004544302,0.96299654,0.01172803,0.006914904,0.0011182267,0.00020066727,0.0054587326],"genre_scores_gemma":[0.023327613,0.000071658964,0.0038733226,0.96647596,0.003833585,0.00058427436,0.00031800973,0.00004467791,0.0014708776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99515086,0.00043091367,0.00072885724,0.0009529049,0.00124267,0.0014937707],"domain_scores_gemma":[0.9956196,0.0007258994,0.0008595369,0.0006012949,0.001957513,0.00023618151],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036927767,0.00029904375,0.0005345537,0.00023271162,0.0033427111,0.00017826984,0.00041704995,0.00045784257,0.000011772952],"category_scores_gemma":[0.0012634955,0.00027871857,0.000065268454,0.0012395583,0.000107492146,0.00065367256,0.00014375799,0.000836808,0.00022407019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00038458835,0.000015082865,0.001004358,0.012085851,0.000010978071,0.000015612974,0.0010483994,0.0000030954648,0.00001972154,0.00012064284,0.9825494,0.0027422302],"study_design_scores_gemma":[0.0010461822,0.00040381818,0.005619952,0.0019470752,0.000079484475,0.000020730962,0.0075700935,0.000017379089,0.0000019756828,0.000008174553,0.9829832,0.00030195698],"about_ca_topic_score_codex":0.0022693817,"about_ca_topic_score_gemma":0.000069874644,"teacher_disagreement_score":0.013755416,"about_ca_system_score_codex":0.0043734764,"about_ca_system_score_gemma":0.008939239,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null},{"id":"W3014305642","doi":"10.9745/ghsp-d-19-00132","title":"Designing and Evaluating Scalable Child Marriage Prevention Programs in Burkina Faso and Tanzania: A Quasi-Experiment and Costing Study","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations Children's Fund Canada","funders":"United States Agency for International Development","keywords":"Tanzania; Attendance; Medicine; Child marriage; Demography; Confidence interval; Environmental health; Socioeconomics; Population; Economic growth; Economics","score_opus":0.09107699226277322,"score_gpt":0.43726156564677426,"score_spread":0.34618457338400105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014305642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788558,0.003735902,0.000073682975,0.014520203,0.00004742994,0.0016274403,0.0000019001047,0.000029154635,0.0011084749],"genre_scores_gemma":[0.9892475,0.00056488573,0.0054604136,0.004639397,0.000057236888,0.000020281333,0.0000011313159,0.0000045904053,0.000004592138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979263,0.00020263842,0.00034541587,0.000540986,0.0005452424,0.00043941307],"domain_scores_gemma":[0.99895126,0.000089185065,0.00019629001,0.00008663605,0.000116818854,0.00055981206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040606563,0.00013957762,0.00027921266,0.000037818198,0.0005931268,0.0001641997,0.000054877266,0.000036017205,0.0000022186518],"category_scores_gemma":[0.0008675406,0.00011857432,0.0000075724693,0.00055042753,0.00016574626,0.0005516784,0.00015629284,0.00020689584,0.0000012167535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00129042,0.0009548072,0.7278578,0.0010296868,0.000020967618,0.00008344667,0.010705065,0.0000025186241,0.00048257707,0.0005691722,0.000056864956,0.25694665],"study_design_scores_gemma":[0.006069463,0.019414607,0.9211884,0.0014859249,0.00011205706,0.0017870918,0.043647327,0.0041964985,0.000043011376,0.00034306687,0.0013906383,0.00032191517],"about_ca_topic_score_codex":0.0018047189,"about_ca_topic_score_gemma":0.00008141357,"teacher_disagreement_score":0.25662473,"about_ca_system_score_codex":0.00015335278,"about_ca_system_score_gemma":0.000392111,"threshold_uncertainty_score":0.48353204},"labels":[],"label_agreement":null},{"id":"W3014984146","doi":"10.9745/ghsp-d-19-00314","title":"National Surgical, Obstetric, and Anesthesia Plans Supporting the Vision of Universal Health Coverage","year":2020,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Plan (archaeology); Surgical procedures; Medical emergency; Nursing; Business; Surgery","score_opus":0.06290493573736508,"score_gpt":0.4595376396825205,"score_spread":0.3966327039451554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014984146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000061265295,0.96044034,0.000008463302,0.034821477,0.00018375894,0.0010269698,0.00011776735,0.000023969207,0.0033160122],"genre_scores_gemma":[0.0011119725,0.9886188,0.0002306104,0.009860649,0.000109187225,0.000005023499,0.000038704828,0.000007802909,0.000017262313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577457,0.0004397603,0.0009850056,0.00057442207,0.001494858,0.00073137914],"domain_scores_gemma":[0.99460375,0.0021743777,0.0014301796,0.00021782998,0.00046591947,0.0011079346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00832855,0.0002527766,0.0012938312,0.00013666284,0.0007001148,0.00007148315,0.00019880597,0.00012795311,0.000008184787],"category_scores_gemma":[0.002751302,0.00016488657,0.00009426246,0.0021209302,0.00052515726,0.00041371043,0.00010757855,0.0004657081,0.000010606827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015530565,0.00007170392,0.000100717756,0.0100662615,0.000014375629,0.00021456949,0.00011283187,2.2756849e-7,8.282466e-9,0.0038608655,0.0071995207,0.9782036],"study_design_scores_gemma":[0.00030746582,0.00065561244,0.00043713927,0.0023835558,0.00006599119,0.009335616,0.00029701195,0.00003931293,9.205376e-9,0.00003687248,0.986335,0.00010641736],"about_ca_topic_score_codex":0.0007060633,"about_ca_topic_score_gemma":0.000011054918,"teacher_disagreement_score":0.97913545,"about_ca_system_score_codex":0.00082433876,"about_ca_system_score_gemma":0.023969682,"threshold_uncertainty_score":0.9815635},"labels":[],"label_agreement":null},{"id":"W3033870810","doi":"10.9745/ghsp-d-20-00217","title":"Will the Higher-Income Country Blueprint for COVID-19 Work in Low- and Lower Middle-Income Countries?","year":2020,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Blueprint; Low and middle income countries; Middle income; Coronavirus disease 2019 (COVID-19); Work (physics); Poverty; Middle income country; Income distribution; Business; Developing country; Demographic economics; Development economics; Economics; Economic growth; Inequality; Medicine","score_opus":0.14284792352537265,"score_gpt":0.4817061292893956,"score_spread":0.3388582057640229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033870810","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001492973,0.013802671,0.0015475346,0.43700126,0.5368393,0.0061122305,0.001600418,0.00032187987,0.0012817188],"genre_scores_gemma":[0.031616673,0.046743263,0.025046533,0.31421697,0.5800988,0.0015128963,0.0000808798,0.00016582951,0.0005181857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408776,0.0005356746,0.0011173105,0.0013542994,0.001744094,0.0011608439],"domain_scores_gemma":[0.93634504,0.06014487,0.0013309265,0.0006447689,0.0006639706,0.00087040087],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0195834,0.0005058126,0.0011358177,0.00006898241,0.0014567992,0.0003593387,0.0009697629,0.00050615094,0.000020213372],"category_scores_gemma":[0.17461921,0.00033927843,0.00007185017,0.0015123999,0.0017678674,0.00077506225,0.0009889029,0.0011007023,0.000012187745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025346114,0.00012462899,0.0030096746,0.007008351,0.00005625996,0.00005399167,0.00072456955,0.000012928894,4.996664e-8,0.042835597,0.9432458,0.00039353524],"study_design_scores_gemma":[0.0007609957,0.00036362375,0.0025565864,0.0007299903,0.00006259891,0.000011333514,0.00022286321,0.000040630817,3.4129904e-8,0.03387231,0.9610338,0.00034519844],"about_ca_topic_score_codex":0.0020091315,"about_ca_topic_score_gemma":0.000638925,"teacher_disagreement_score":0.15503582,"about_ca_system_score_codex":0.0027548769,"about_ca_system_score_gemma":0.005675603,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W3038164280","doi":"10.9745/ghsp-d-20-00009","title":"Breaking Specialty Silos: Improving Global Child Health Through Essential Surgical Care","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Workforce; Specialty; Global health; Medicine; Commission; Health care; Nursing; Scale (ratio); Child health; Medical emergency; Business; Family medicine; Political science; Public health","score_opus":0.030066196948806023,"score_gpt":0.4063052925048369,"score_spread":0.37623909555603086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038164280","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0592351,0.037850194,0.0008970709,0.65613145,0.0032938574,0.0026051188,0.00042436368,0.000494161,0.2390687],"genre_scores_gemma":[0.87340736,0.0018823015,0.0035100153,0.11972965,0.0014205347,0.000006798165,0.000028523338,0.000010439202,0.0000043389814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430716,0.00029317304,0.00083486154,0.0010729096,0.0016894994,0.0018024098],"domain_scores_gemma":[0.9955478,0.00023436167,0.00055280136,0.0003531641,0.0006067714,0.00270511],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032757286,0.00031640942,0.0007218785,0.00003744225,0.0016947072,0.00018672486,0.00027193254,0.0001302275,0.000035754598],"category_scores_gemma":[0.0024921978,0.0002853047,0.00010028555,0.0022554116,0.0005642922,0.0012697083,0.0002509581,0.00048202687,0.00006944059],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011696717,0.0008392939,0.040495675,0.0066416287,0.00006925739,0.0015979127,0.007940177,0.000020709635,0.00001580309,0.09332819,0.04289826,0.79445636],"study_design_scores_gemma":[0.0039058472,0.0030410022,0.055434328,0.0005919671,0.000083638544,0.012171613,0.015675582,0.00037800713,0.00001242298,0.00029059875,0.9077819,0.00063309487],"about_ca_topic_score_codex":0.00766163,"about_ca_topic_score_gemma":0.0003412296,"teacher_disagreement_score":0.86488366,"about_ca_system_score_codex":0.0016583342,"about_ca_system_score_gemma":0.010123576,"threshold_uncertainty_score":0.9999599},"labels":[],"label_agreement":null},{"id":"W3040165123","doi":"10.9745/ghsp-d-20-00244","title":"Learning from Community Health Worker Programs, Big and Small","year":2020,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Key (lock); Scale (ratio); Computer science; Knowledge management; Data science; Process management; Business; Computer security; Geography","score_opus":0.09315383723444233,"score_gpt":0.3877701385202055,"score_spread":0.29461630128576316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040165123","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01460041,0.0059513906,0.000025660034,0.97365874,0.0005504488,0.00092742726,0.000061692284,0.0001414307,0.0040828204],"genre_scores_gemma":[0.020944856,0.0061142826,0.0027899076,0.968207,0.0016107581,0.000011518652,0.00018320608,0.000018662226,0.00011978657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559885,0.0008770336,0.0005871698,0.0007557683,0.0010490976,0.0011320636],"domain_scores_gemma":[0.996963,0.00037900786,0.0006998555,0.00041159283,0.0003387943,0.001207733],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031036371,0.0003649237,0.00080208527,0.00007125447,0.0019000643,0.0002836132,0.00032688188,0.00025900325,0.000007880866],"category_scores_gemma":[0.0009927596,0.00030373817,0.000044399578,0.0008415256,0.0006994083,0.00027014787,0.0003875878,0.004462134,0.000043911423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000521927,0.0001790215,0.022098897,0.0021784182,0.0000542722,0.00034179477,0.001610915,3.0873298e-7,0.0000011019022,0.00009268902,0.5051296,0.4677911],"study_design_scores_gemma":[0.0005831827,0.0021186625,0.040578686,0.0009618921,0.00005413674,0.000907567,0.0012052166,0.00002579386,1.9233576e-7,0.00042845603,0.9529303,0.00020596813],"about_ca_topic_score_codex":0.06380447,"about_ca_topic_score_gemma":0.0007364872,"teacher_disagreement_score":0.46758515,"about_ca_system_score_codex":0.0007134712,"about_ca_system_score_gemma":0.004675359,"threshold_uncertainty_score":0.99994147},"labels":[],"label_agreement":null},{"id":"W3082637007","doi":"10.9745/ghsp-d-20-00008","title":"Integrating Calcium Into Antenatal Iron-Folic Acid Supplementation in Ethiopia: Women’s Experiences, Perceptions of Acceptability, and Strategies to Support Calcium Supplement Adherence","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrition International","funders":"Global Affairs Canada","keywords":"Medicine; Pill; Regimen; Calcium supplementation; Family medicine; Calcium; Internal medicine; Nursing","score_opus":0.05114156533904941,"score_gpt":0.4428931894205597,"score_spread":0.3917516240815103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082637007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956441,0.00012864982,0.000421626,0.04145587,0.00012563211,0.0006937931,0.00007857195,0.000019648664,0.00063523004],"genre_scores_gemma":[0.9823667,0.00019634735,0.005686017,0.011575765,0.000055847253,0.00009821581,0.000013776836,0.000003705001,0.0000036744004],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99750245,0.00010447624,0.0005933841,0.0005191448,0.00069193856,0.00058861007],"domain_scores_gemma":[0.9985293,0.000060384067,0.00018962486,0.00014746575,0.00026361502,0.0008095771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016878868,0.0001623501,0.0003287744,0.000076137396,0.00028340088,0.00009799264,0.00017661718,0.00004839574,0.00031679374],"category_scores_gemma":[0.000513508,0.00013523213,0.000017577935,0.0008599882,0.00039324327,0.0010228098,0.00021922603,0.00022731526,0.000007792227],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024634476,0.0005922146,0.47215927,0.0026583318,0.000017295471,0.000069137255,0.4481107,0.00001098866,0.0060262047,0.0082001,0.0035453811,0.05614693],"study_design_scores_gemma":[0.0011737882,0.0052000727,0.3651469,0.00010881987,0.000013525755,0.00024101039,0.62453866,0.0001250034,0.00037122142,0.00019660217,0.0027077382,0.00017666565],"about_ca_topic_score_codex":0.010893386,"about_ca_topic_score_gemma":0.0013386507,"teacher_disagreement_score":0.17642793,"about_ca_system_score_codex":0.00062223524,"about_ca_system_score_gemma":0.0020056232,"threshold_uncertainty_score":0.99569315},"labels":[],"label_agreement":null},{"id":"W3088510977","doi":"10.9745/ghsp-d-20-00027","title":"Bringing Greater Precision to Interactions Between Community Health Workers and Households to Improve Maternal and Newborn Health Outcomes in India","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Breastfeeding; Community health workers; Logistic regression; Family medicine; Health care; Pregnancy; Bathing; Environmental health; Community health; Nursing; Pediatrics; Population; Public health; Health services","score_opus":0.0548809037120232,"score_gpt":0.41719386697589317,"score_spread":0.36231296326386997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088510977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79587626,0.0002553643,0.00014712154,0.20212178,0.00015645134,0.00088025734,0.00007096149,0.00004297032,0.00044884224],"genre_scores_gemma":[0.87732446,0.0003058883,0.0053719794,0.11688206,0.00008080251,0.000008271161,0.0000024055187,0.0000085093825,0.000015612017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731106,0.00027354676,0.0005815118,0.0005165892,0.00052318576,0.0007941322],"domain_scores_gemma":[0.9968649,0.00019862609,0.00024872905,0.00023326701,0.000108162545,0.0023463091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031955892,0.00020546558,0.0005587046,0.0001324071,0.00080931943,0.0001743257,0.00017499248,0.000042459982,0.0000031640866],"category_scores_gemma":[0.0005814712,0.00017192881,0.000017186681,0.000886401,0.000120130186,0.0006211412,0.0003948812,0.0005411812,0.000012705608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004180607,0.00004582558,0.8479442,0.00029887195,0.000008201096,0.0000073868578,0.0034899116,0.0000023075272,0.00000837879,0.00005361955,0.0010069116,0.14671636],"study_design_scores_gemma":[0.00072668644,0.0018688679,0.984384,0.0004607606,0.000007950415,0.0001909011,0.0019919914,0.000025434645,0.000006679792,0.000043720465,0.0101831015,0.00010991634],"about_ca_topic_score_codex":0.037899144,"about_ca_topic_score_gemma":0.0010076591,"teacher_disagreement_score":0.14660643,"about_ca_system_score_codex":0.00075450836,"about_ca_system_score_gemma":0.0011060119,"threshold_uncertainty_score":0.9685076},"labels":[],"label_agreement":null},{"id":"W3089718358","doi":"10.9745/ghsp-d-20-00453","title":"What Is<i>Global Health: Science and Practice</i>Doing to Address Power Imbalances in Publishing?","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"United States Agency for International Development","keywords":"Nothing; Power (physics); Publishing; Coronavirus disease 2019 (COVID-19); Pandemic; Public relations; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Work (physics); 2019-20 coronavirus outbreak; Global health; Psychology; Sociology; Medicine; Health care; Epistemology; Law; Engineering; Virology","score_opus":0.054758044031322096,"score_gpt":0.4380739456571972,"score_spread":0.3833159016258751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089718358","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06365165,0.019198515,0.00004931645,0.88898706,0.0019081064,0.0014944846,0.000072195886,0.000102994665,0.024535699],"genre_scores_gemma":[0.5183939,0.0058662784,0.004812988,0.4707455,0.00014849097,0.000014420984,0.0000031665825,0.0000066533757,0.000008616827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920623,0.00024260937,0.00089834386,0.001493616,0.0030808016,0.0022223846],"domain_scores_gemma":[0.99123394,0.00070606417,0.00061911106,0.00046978318,0.0018723254,0.005098758],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020541754,0.00031438703,0.00066853495,0.00018134544,0.0012467542,0.0020916061,0.00053596054,0.000115466195,0.000014885164],"category_scores_gemma":[0.022212835,0.00028591734,0.00003203167,0.0076119862,0.0011558183,0.016720854,0.00049622916,0.0005736697,0.000044931607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00917225,0.0009722475,0.10117302,0.0020408768,0.00003133282,0.0005897632,0.014955862,0.000017388182,0.0001041206,0.018018737,0.27732062,0.5756038],"study_design_scores_gemma":[0.0015099406,0.0021194026,0.13554737,0.00083559763,0.000019666748,0.002870479,0.022742614,0.0003359538,0.000009296577,0.00021013178,0.8334057,0.00039388583],"about_ca_topic_score_codex":0.004983166,"about_ca_topic_score_gemma":0.00025045362,"teacher_disagreement_score":0.57520986,"about_ca_system_score_codex":0.0018953166,"about_ca_system_score_gemma":0.019397318,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W3094001545","doi":"10.9745/ghsp-d-20-00108","title":"Capturing Acquired Wisdom, Enabling Healthful Aging, and Building Multinational Partnerships Through Senior Global Health Mentorship","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Mentorship; Capstone; Multinational corporation; Service-learning; Medical education; Health care; Competence (human resources); Public relations; Career development; Global health; Psychology; Pedagogy; Medicine; Political science","score_opus":0.09306082537938051,"score_gpt":0.49447353302664826,"score_spread":0.4014127076472678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094001545","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084531054,0.028011093,0.011580206,0.87196434,0.000973247,0.0011122283,0.000034534125,0.00017280402,0.0016204824],"genre_scores_gemma":[0.7943888,0.0048351833,0.068460226,0.13150729,0.0007638161,0.000010983621,0.0000057287807,0.0000086871205,0.00001931726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694955,0.0002592553,0.0004063691,0.000743796,0.0007731535,0.0008678655],"domain_scores_gemma":[0.9976399,0.00047470344,0.0004710943,0.00017124091,0.00023873894,0.0010043178],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003624231,0.00021406356,0.0004249085,0.000036008543,0.0013038932,0.00010757541,0.00016729772,0.000090785215,0.0000082668175],"category_scores_gemma":[0.002304027,0.00018921551,0.000029330067,0.00095631595,0.00083690864,0.0015063243,0.00010532004,0.00025768645,0.0000033603305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062434613,0.00090269226,0.14722316,0.003822341,0.00024268794,0.00032758675,0.029947221,0.00016462452,0.00053813984,0.19780713,0.016204664,0.5965763],"study_design_scores_gemma":[0.0072308886,0.0037910952,0.04226231,0.0005909109,0.00008318841,0.0046101003,0.016296191,0.004572263,0.00010064887,0.0034741166,0.916307,0.0006813326],"about_ca_topic_score_codex":0.00040900873,"about_ca_topic_score_gemma":0.000057679477,"teacher_disagreement_score":0.9001023,"about_ca_system_score_codex":0.0013869696,"about_ca_system_score_gemma":0.0033668561,"threshold_uncertainty_score":0.99999624},"labels":[],"label_agreement":null},{"id":"W3094008764","doi":"10.9745/ghsp-d-20-00272","title":"Prevention of COVID-19 in Internally Displaced Persons Camps in War-Torn North Kivu, Democratic Republic of the Congo: A Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Internally displaced person; Focus group; Refugee; Medicine; Demography; Environmental health; Geography; Population; Sociology","score_opus":0.06592496147103458,"score_gpt":0.4965780039460048,"score_spread":0.43065304247497027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094008764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97834384,0.000553056,0.00079781737,0.017907484,0.0003352573,0.0011556493,0.000022289478,0.000010097944,0.0008744806],"genre_scores_gemma":[0.99319434,0.000023279497,0.0011412306,0.0055440688,0.00001888906,0.000034257057,0.0000017637509,0.0000031782956,0.00003900709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612004,0.0019165605,0.00072154147,0.0004325821,0.00043721896,0.0003720766],"domain_scores_gemma":[0.99788964,0.0006363781,0.0006557509,0.00027987594,0.00015723983,0.00038113957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076676505,0.00010612506,0.00027511426,0.00009721005,0.00018103923,0.000019730418,0.00035745598,0.00004770107,0.000028946883],"category_scores_gemma":[0.005514849,0.000082880266,0.000027240196,0.0022439933,0.00024990717,0.00043158658,0.00008766255,0.00024624652,0.000002471368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010425557,0.000962934,0.8787762,0.00038499333,0.000014138331,0.000008591435,0.087436825,0.000037735306,0.0000145683525,0.0011260977,0.004276153,0.025919221],"study_design_scores_gemma":[0.0012721168,0.0011661876,0.96082956,0.000030781437,0.000014316429,0.00004344543,0.033618994,0.00043045203,0.0000019507675,0.00017713777,0.0023453261,0.00006970648],"about_ca_topic_score_codex":0.014360655,"about_ca_topic_score_gemma":0.037737444,"teacher_disagreement_score":0.0820534,"about_ca_system_score_codex":0.00026145432,"about_ca_system_score_gemma":0.0031305416,"threshold_uncertainty_score":0.9922028},"labels":[],"label_agreement":null},{"id":"W3103472363","doi":"10.9745/ghsp-d-20-00126","title":"Lessons Learned From Implementing Prospective, Multicountry Mixed-Methods Evaluations for Gavi and the Global Fund","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université Cheikh Anta Diop de Dakar; International Development Research Centre; Institute for Health Metrics and Evaluation; Innovation, Science and Economic Development Canada; University of Washington; Global Fund to Fight AIDS, Tuberculosis and Malaria; GAVI Alliance","keywords":"Process management; Psychological intervention; Program evaluation; Computer science; Identification (biology); Management science; Business; Knowledge management; Political science; Medicine; Engineering; Nursing; Public administration","score_opus":0.5138434656549402,"score_gpt":0.6895332523121247,"score_spread":0.1756897866571845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103472363","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04946048,0.0027993433,0.13834576,0.78681135,0.001095431,0.002837137,0.0005349772,0.00007163041,0.01804386],"genre_scores_gemma":[0.8631292,0.0005131566,0.10789695,0.02811624,0.00019899686,0.00010116476,0.000008337456,0.0000045947895,0.00003138096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947432,0.0009974182,0.0006928203,0.00084012095,0.002173906,0.00055250566],"domain_scores_gemma":[0.991299,0.0057534077,0.00067316473,0.00036601312,0.0014858113,0.00042265345],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.046426177,0.00014916579,0.00029236256,0.000035545374,0.0023843837,0.0011533052,0.00055721786,0.00004273838,0.000091971764],"category_scores_gemma":[0.02802441,0.00009559941,0.000043739383,0.0017941771,0.0007477765,0.0017923028,0.00035349993,0.00015242642,0.00003258433],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051587727,0.000042967407,0.016315872,0.000013728142,0.000017363825,3.2529186e-7,0.002374079,0.00006978023,0.000028260327,0.08461293,0.0035129066,0.89249593],"study_design_scores_gemma":[0.00443895,0.00039108781,0.2576575,0.000022508317,0.00010092692,0.000029464669,0.03200181,0.19213212,0.000026751462,0.13250266,0.38042706,0.00026918482],"about_ca_topic_score_codex":0.00073594524,"about_ca_topic_score_gemma":0.00042626917,"teacher_disagreement_score":0.89222676,"about_ca_system_score_codex":0.0002778743,"about_ca_system_score_gemma":0.0026250337,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W3111013422","doi":"10.9745/ghsp-d-20-00128","title":"Remote Mentorship Using Video Conferencing as an Effective Tool to Strengthen Laboratory Quality Management in Clinical Laboratories: Lessons From Cambodia","year":2020,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; World Health Organization; Fondation Mérieux; University of British Columbia; U.S. Department of Defense","keywords":"Mentorship; Audit; Quality management; Medicine; Medical education; Videoconferencing; Quality (philosophy); Workforce; Quality assurance; Operations management; Computer science; Multimedia; Business; Management system; Engineering; External quality assessment","score_opus":0.22101914374459306,"score_gpt":0.5570642444189713,"score_spread":0.3360451006743782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111013422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92903113,0.0003678782,0.00035159703,0.06677619,0.00041031782,0.0014579354,0.0002243608,0.00006634283,0.0013142412],"genre_scores_gemma":[0.87759995,0.0003036054,0.016887201,0.10480447,0.00036930325,0.000010905294,0.00001013493,0.000011375145,0.0000030744372],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99379724,0.002006628,0.0012761584,0.0011813837,0.0010968532,0.0006417285],"domain_scores_gemma":[0.9923684,0.0031043459,0.0007768369,0.0006499714,0.0011843262,0.0019161479],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01826016,0.00025044437,0.0007465439,0.00006671492,0.00036853235,0.00027181124,0.0002854643,0.00014854096,0.000027816503],"category_scores_gemma":[0.02873336,0.00023386115,0.000043928107,0.0022870307,0.00029248462,0.0016649751,0.00022090146,0.0006215434,0.000048377995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02123434,0.0017149174,0.12803838,0.00072143873,0.00033297166,0.000490078,0.009582857,0.000056508794,0.0006753914,0.06564548,0.0009799064,0.7705277],"study_design_scores_gemma":[0.008994885,0.005289878,0.7521536,0.0006160304,0.00048571808,0.000021001157,0.02828383,0.0073443376,0.00005601099,0.0012643375,0.1945027,0.0009877004],"about_ca_topic_score_codex":0.008624239,"about_ca_topic_score_gemma":0.000789929,"teacher_disagreement_score":0.76954,"about_ca_system_score_codex":0.0006510005,"about_ca_system_score_gemma":0.0034836847,"threshold_uncertainty_score":0.99797744},"labels":[],"label_agreement":null},{"id":"W3114609774","doi":"10.9745/ghsp-d-20-00639","title":"Learning From Neighbors","year":2020,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Calcification; Aorta; Descending aorta; Asymptomatic; Ascending aorta; Inflammation; Radiology; Abdominal aorta; Nuclear medicine; Carotid arteries; Internal medicine; Cardiology","score_opus":0.0340385320726907,"score_gpt":0.3813471324150388,"score_spread":0.3473086003423481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114609774","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031531052,0.0055199214,0.0000614579,0.97892845,0.00051718863,0.00041658085,0.00006947693,0.00007733255,0.014094297],"genre_scores_gemma":[0.01632947,0.0012700162,0.0005071735,0.97845876,0.0031014038,0.000011631429,0.000112408976,0.000012351689,0.00019675528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968959,0.00013760543,0.00030830255,0.0007956094,0.0012208641,0.00064170774],"domain_scores_gemma":[0.9980203,0.00034590112,0.00037153723,0.0003029025,0.00032574427,0.00063361076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070536527,0.0002244566,0.00045327435,0.000045781733,0.00051034323,0.00020066745,0.00023591344,0.00017175898,0.00010666864],"category_scores_gemma":[0.0025742957,0.00019189506,0.000065024324,0.0006652623,0.0003015331,0.000432048,0.000120735494,0.0013969925,0.00015090227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028103785,0.000023492003,0.00076590804,0.00017408087,0.000028461585,0.0007130695,0.00010961,6.6075967e-7,0.0000048646343,0.000093527204,0.9461764,0.051628888],"study_design_scores_gemma":[0.0005024629,0.0005907372,0.0037340845,0.00012739364,0.00018167577,0.00018529892,0.00035848192,0.00049874873,3.8007138e-7,0.0001629416,0.9935004,0.00015740732],"about_ca_topic_score_codex":0.0026606994,"about_ca_topic_score_gemma":0.00000675967,"teacher_disagreement_score":0.05147148,"about_ca_system_score_codex":0.00033037263,"about_ca_system_score_gemma":0.0042621586,"threshold_uncertainty_score":0.78252536},"labels":[],"label_agreement":null},{"id":"W3126346443","doi":"10.9745/ghsp-d-20-00459","title":"Health for the People: Past, Current, and Future Contributions of National Community Health Worker Programs to Achieving Global Health Goals","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Global health; Pace; Public relations; Pandemic; Economic growth; Population; Community health; Medicine; Business; Public health; Nursing; Environmental health; Political science; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Geography","score_opus":0.0432794492662383,"score_gpt":0.4643106120157231,"score_spread":0.4210311627494848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126346443","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034945995,0.050054092,0.001970189,0.90721476,0.0010050203,0.0029541636,0.0012777483,0.000059840444,0.0005181635],"genre_scores_gemma":[0.7984975,0.02186191,0.00763139,0.17078565,0.0009502387,0.00008685691,0.00015552904,0.00001217328,0.000018780886],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99564356,0.0007048969,0.0008553326,0.0005028568,0.0011548019,0.0011385343],"domain_scores_gemma":[0.99512535,0.0004911615,0.0007699163,0.00039128872,0.0016808953,0.0015413957],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010479897,0.00023153609,0.0007060717,0.00004954675,0.003206995,0.00013906289,0.0002626838,0.000058133388,0.0000042871293],"category_scores_gemma":[0.0012074509,0.0001717109,0.00006373576,0.0020045063,0.00032902608,0.00039047215,0.0002509468,0.00051922596,0.0000028989489],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008110311,0.00119787,0.06628914,0.0023246405,0.000053439515,0.0000015790622,0.002255796,0.000006863699,0.0000019199763,0.060294587,0.042790443,0.8239727],"study_design_scores_gemma":[0.001287416,0.001920531,0.5912003,0.00071636605,0.000019209036,0.0008783359,0.0051702904,0.00005584707,6.4807347e-7,0.0010259829,0.39759797,0.00012714477],"about_ca_topic_score_codex":0.009320468,"about_ca_topic_score_gemma":0.0053402544,"teacher_disagreement_score":0.82384557,"about_ca_system_score_codex":0.001899193,"about_ca_system_score_gemma":0.017228857,"threshold_uncertainty_score":0.9980907},"labels":[],"label_agreement":null},{"id":"W3137997536","doi":"10.9745/ghsp-d-20-00511","title":"Implementation of a Community Transport Strategy to Reduce Delays in Seeking Obstetric Care in Rural Mozambique","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"FP7 International Cooperation; Agencia Española de Cooperación Internacional para el Desarrollo; University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Referral; Psychological intervention; Medicine; Environmental health; Medical emergency; Family medicine; Business; Nursing","score_opus":0.04427127357596502,"score_gpt":0.4477204278818039,"score_spread":0.4034491543058389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137997536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989026,0.0010984947,0.000012520463,0.006687302,0.00008147432,0.00035420788,0.00002469276,0.000007006316,0.0027082826],"genre_scores_gemma":[0.99229026,0.000427551,0.00059020123,0.0066589466,0.000012806966,0.0000052263817,0.000010174999,0.0000020870266,0.0000027277003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985424,0.00018228931,0.00038445758,0.0001488604,0.00038830406,0.0003536542],"domain_scores_gemma":[0.99906087,0.00007425019,0.00011486092,0.0001502139,0.00034908115,0.0002507178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015981529,0.000076961485,0.00021124241,0.000102941514,0.00015127995,0.000015062404,0.000091911075,0.000033260312,0.0000069736166],"category_scores_gemma":[0.00020130358,0.00007386466,0.000013160106,0.0019702162,0.00005835001,0.00034284996,0.00003930523,0.00024432005,0.0000015891087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079545064,0.0003857682,0.7577835,0.0012582717,0.0000058521414,0.00014723605,0.01734682,0.00007644002,0.0010511302,0.0022388669,0.00008718038,0.21882354],"study_design_scores_gemma":[0.0008460656,0.0006875647,0.9062662,0.00020442573,0.0000066502203,0.0002948385,0.09085963,0.0000108567,0.00019566009,0.00010829677,0.00046696595,0.000052819636],"about_ca_topic_score_codex":0.06330278,"about_ca_topic_score_gemma":0.021143181,"teacher_disagreement_score":0.21877071,"about_ca_system_score_codex":0.0006469145,"about_ca_system_score_gemma":0.0029246379,"threshold_uncertainty_score":0.9967184},"labels":[],"label_agreement":null},{"id":"W3164534448","doi":"10.9745/ghsp-d-21-00263","title":"Micronutrient Powders for Infants and Young Children","year":2021,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Micronutrient; Pediatrics; Medicine; Environmental health","score_opus":0.015102743008047339,"score_gpt":0.3861150755081365,"score_spread":0.3710123325000892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164534448","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051339394,0.013042778,0.000049747752,0.034134984,0.94392455,0.0015179858,0.0011918222,0.0000706848,0.0009335348],"genre_scores_gemma":[0.017251255,0.014996971,0.0068259845,0.023718365,0.93573785,0.0000949593,0.0011724647,0.00006465376,0.00013752763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969718,0.0001101374,0.00038201723,0.00088820077,0.00097231346,0.0006755578],"domain_scores_gemma":[0.99752295,0.0005926273,0.00038557008,0.00026701044,0.0008063451,0.0004254842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024707261,0.0002497068,0.00037198997,0.00010472307,0.0011038613,0.0008127261,0.00030294372,0.00026247406,0.0000033758784],"category_scores_gemma":[0.0035840713,0.00024377264,0.000040962204,0.00061016815,0.00042627324,0.0010982932,0.00018591563,0.00040172628,0.0000030471547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006011018,0.00008042081,0.0007124555,0.00023313324,0.000011006854,0.0000022763647,0.0002563444,8.8001784e-8,0.0000030336626,0.000047472382,0.98960066,0.008451991],"study_design_scores_gemma":[0.0014199957,0.00033227983,0.0031186433,0.00025950966,0.000059556445,0.00017907887,0.00020383015,0.000009002261,0.00003106693,0.000216489,0.99390155,0.00026898438],"about_ca_topic_score_codex":0.0018409523,"about_ca_topic_score_gemma":0.00014487599,"teacher_disagreement_score":0.012117315,"about_ca_system_score_codex":0.00046879746,"about_ca_system_score_gemma":0.0012001881,"threshold_uncertainty_score":0.99407595},"labels":[],"label_agreement":null},{"id":"W3183479225","doi":"10.9745/ghsp-d-21-00172","title":"The Conundrum of Low COVID-19 Mortality Burden in sub-Saharan Africa: Myth or Reality?","year":2021,"lang":"en","type":"review","venue":"Global Health Science and Practice","topic":"Global Health Care Issues","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Development economics; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mythology; Pandemic; Economic growth; Political science; Environmental health; Medicine; Geography; Economics; History; Virology; Pathology; Disease","score_opus":0.33098234383890474,"score_gpt":0.6154753367430872,"score_spread":0.28449299290418245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183479225","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021405269,0.96070683,0.000013496964,0.024181677,0.0020063359,0.004370859,0.0007646261,0.00006574932,0.007869027],"genre_scores_gemma":[0.00009168561,0.9899006,0.00020528462,0.008949893,0.00030239322,0.00027633918,0.00005092781,0.000022356346,0.00020051764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98334575,0.0075657708,0.003209874,0.0013778622,0.0021625261,0.002338211],"domain_scores_gemma":[0.978558,0.013036319,0.0035222026,0.0015493878,0.001502735,0.0018313712],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04235017,0.00056677416,0.002633401,0.00018846078,0.0033619632,0.000109793764,0.001367132,0.0005949319,0.000049845166],"category_scores_gemma":[0.04117696,0.00036797018,0.00016409736,0.0054522725,0.0015771011,0.0007644407,0.0008454709,0.0017963168,0.00015212735],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00039067003,0.00022449177,0.00016604982,0.12159072,0.0000741144,0.0002516766,0.0024769765,0.0000026710898,7.404309e-8,0.01021507,0.28454107,0.58006644],"study_design_scores_gemma":[0.00037724074,0.00018609533,0.00024955554,0.013102795,0.00012542824,0.00015936486,0.004249838,0.0000070822957,1.9818076e-8,0.00025229916,0.98100317,0.0002871305],"about_ca_topic_score_codex":0.030198526,"about_ca_topic_score_gemma":0.0118599115,"teacher_disagreement_score":0.6964621,"about_ca_system_score_codex":0.0057104086,"about_ca_system_score_gemma":0.09348026,"threshold_uncertainty_score":0.9998772},"labels":[],"label_agreement":null},{"id":"W3197198517","doi":"10.9745/ghsp-d-21-00105","title":"Young People’s Experiences With an Empowerment-Based Behavior Change Intervention to Prevent Sexual Violence in Nairobi Informal Settlements: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; Global Affairs Canada; Karolinska Institutet","keywords":"Informal settlements; Empowerment; Intervention (counseling); Sexual violence; Qualitative research; Domestic violence; Human settlement; Gender studies; Psychology; Socioeconomics; Sociology; Geography; Economic growth; Criminology; Suicide prevention; Medicine; Poison control; Environmental health; Social science; Psychiatry","score_opus":0.13696618610222247,"score_gpt":0.5599652166579844,"score_spread":0.42299903055576193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197198517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900272,0.00014674263,0.00019283273,0.004210786,0.00071851996,0.00442827,0.000041309064,0.00004246498,0.0001918899],"genre_scores_gemma":[0.99088955,0.000027629843,0.0010523332,0.005592237,0.00009789234,0.0022498101,0.000021767819,0.000007679232,0.00006111479],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942562,0.0019721363,0.0007772682,0.0009421407,0.0010895125,0.00096273737],"domain_scores_gemma":[0.9975309,0.00016031234,0.00051303295,0.00039546023,0.0007995631,0.0006007635],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00902928,0.00021952105,0.00032656538,0.00014411115,0.0014586963,0.000058581856,0.0002600848,0.000059470727,0.00005023281],"category_scores_gemma":[0.00069589866,0.00017364368,0.00001363052,0.001917911,0.00022041789,0.002365321,0.0002550492,0.00042057334,0.000023479171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010298006,0.00535054,0.22634567,0.00034117376,0.0000064317937,0.000027018075,0.74088854,0.0000030034598,0.000010324585,0.0001519171,0.0000587474,0.02578681],"study_design_scores_gemma":[0.0007348908,0.0033693437,0.34072727,0.00031225165,0.0000084918265,0.000020391739,0.6544585,0.000023789671,0.000003997966,0.0000044785784,0.00020309986,0.00013348424],"about_ca_topic_score_codex":0.01631422,"about_ca_topic_score_gemma":0.04466848,"teacher_disagreement_score":0.1143816,"about_ca_system_score_codex":0.0008964761,"about_ca_system_score_gemma":0.0034628445,"threshold_uncertainty_score":0.9998413},"labels":[],"label_agreement":null},{"id":"W3203994664","doi":"10.9745/ghsp-d-21-00540","title":"What Potential Authors Should Know About Publishing in <i>Global Health: Science and Practice</i>","year":2021,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Publishing; Health science; Library science; Engineering ethics; Medical education; Political science; Medicine; Computer science; Engineering; Law","score_opus":0.04379001215724523,"score_gpt":0.44629441954035065,"score_spread":0.40250440738310544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203994664","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063618744,0.10104431,0.00003858913,0.26539195,0.6212974,0.0016662526,0.00029785454,0.00012764051,0.009499789],"genre_scores_gemma":[0.012973744,0.39893886,0.011505018,0.21726637,0.3582226,0.00012715907,0.00047160193,0.000092821865,0.00040181534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9797471,0.00090474007,0.0020064213,0.0031000932,0.010093561,0.004148076],"domain_scores_gemma":[0.973922,0.003688558,0.0028152412,0.0015609884,0.010484039,0.007529179],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","scholarly_communication"],"category_scores_codex":[0.06695966,0.00079728075,0.0017151405,0.0005361574,0.002655803,0.0064667882,0.0010030363,0.0010938406,0.000015810949],"category_scores_gemma":[0.12485826,0.00076928816,0.00010679261,0.009252769,0.0030526917,0.022524087,0.0010811497,0.0033150911,0.00002209251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0014643081,0.00035954438,0.00038135462,0.0012536398,0.000016822712,0.00051661633,0.0003466685,0.0000034277157,0.0000024229819,0.0010183966,0.82455724,0.17007953],"study_design_scores_gemma":[0.0015268995,0.00087559834,0.0038111566,0.0029861904,0.000087351946,0.0034413517,0.0063466444,0.0001904407,6.581041e-7,0.00022893175,0.9799764,0.0005283439],"about_ca_topic_score_codex":0.023456149,"about_ca_topic_score_gemma":0.0016708277,"teacher_disagreement_score":0.29789454,"about_ca_system_score_codex":0.008698475,"about_ca_system_score_gemma":0.14078534,"threshold_uncertainty_score":0.99966043},"labels":[],"label_agreement":null},{"id":"W3208569234","doi":"10.9745/ghsp-d-20-00619","title":"The Development and Inclusion of Questions on Surgery in the 2018 Zambia Demographic and Health Survey","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inclusion (mineral); Data collection; Health care; MEDLINE; Replicate; Set (abstract data type); Developing country; Surgical procedures","score_opus":0.08460667287935376,"score_gpt":0.4314570026541307,"score_spread":0.3468503297747769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208569234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85308295,0.018421229,0.000013156917,0.12696148,0.0003033204,0.0003851461,0.000016543965,0.00000912016,0.0008070238],"genre_scores_gemma":[0.9556715,0.015968429,0.00044347983,0.027874159,0.000019209816,0.0000058975397,0.000008121518,0.000002200478,0.0000069966195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728084,0.00065039383,0.00049382605,0.00030543003,0.00074501237,0.0005245065],"domain_scores_gemma":[0.99604654,0.0027643805,0.0002452273,0.0002261344,0.00030246866,0.00041523547],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.030648097,0.00009727262,0.00026069325,0.000080570215,0.002573898,0.0000487452,0.00008247868,0.000041054118,7.879329e-7],"category_scores_gemma":[0.0037382639,0.00005941075,0.0000138510195,0.0016241177,0.00044253355,0.00019285055,0.00029826138,0.00019832945,8.4211126e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000649995,0.0003553673,0.5732284,0.00041017195,0.0000086512755,0.00003524165,0.0026173159,5.697429e-7,0.0000036013023,0.0052159275,0.012050112,0.40542462],"study_design_scores_gemma":[0.00018859976,0.00017124873,0.96366465,0.00022249731,0.0000033925849,0.00037807153,0.0010107316,0.000018960543,0.0000023562263,0.00029128778,0.033999894,0.000048301386],"about_ca_topic_score_codex":0.007001465,"about_ca_topic_score_gemma":0.0112563325,"teacher_disagreement_score":0.40537632,"about_ca_system_score_codex":0.00018621975,"about_ca_system_score_gemma":0.00690704,"threshold_uncertainty_score":0.999611},"labels":[],"label_agreement":null},{"id":"W3212927062","doi":"10.9745/ghsp-d-20-00448","title":"Uptake of Encapsulated Ferrous Fumarate Double Fortified Salt in the Public Distribution System in India: A Value Chain Analysis","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"Grand Challenges Canada","keywords":"Subsidy; Population; Incentive; Fortified Food; Distribution (mathematics); Private sector; Transferability; Value (mathematics); Public institution","score_opus":0.038340478723360154,"score_gpt":0.37312646595353177,"score_spread":0.3347859872301716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212927062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96467143,0.000920619,0.00017213484,0.031943776,0.00033232648,0.00047005268,0.000068070396,0.000023564244,0.0013980261],"genre_scores_gemma":[0.9973752,0.00008506692,0.00009943866,0.002327634,0.00002238387,0.000012799659,0.00007362107,0.0000021177034,0.0000017648174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975934,0.00040248633,0.0005495809,0.00037497375,0.0006379549,0.00044158392],"domain_scores_gemma":[0.99883825,0.00015355645,0.00030649733,0.00026595805,0.00031063668,0.00012511284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061227223,0.000099999736,0.0002676487,0.00018374881,0.00031040382,0.00027965597,0.0002720075,0.00006189235,0.0000028196544],"category_scores_gemma":[0.00049645494,0.00007992615,0.00003813431,0.00817913,0.00013538142,0.0009986786,0.000060487648,0.00018910054,0.0000023511182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01163581,0.0076872334,0.4976692,0.004158138,0.00037955985,0.0010547993,0.028023887,0.0019592464,0.0010831358,0.35172063,0.005102525,0.08952585],"study_design_scores_gemma":[0.002535017,0.00019498605,0.9721405,0.0001736275,0.00011037756,0.00044042215,0.0074421866,0.009364863,0.00040313182,0.00050581346,0.006488759,0.00020032945],"about_ca_topic_score_codex":0.0031118728,"about_ca_topic_score_gemma":0.0011295719,"teacher_disagreement_score":0.4744713,"about_ca_system_score_codex":0.00057696144,"about_ca_system_score_gemma":0.0004948453,"threshold_uncertainty_score":0.47042418},"labels":[],"label_agreement":null},{"id":"W3215133637","doi":"10.9745/ghsp-d-20-00486","title":"Development of an Innovative Digital Data Collection System for Routine Mental Health Care Delivery in Rural Haiti","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Data collection; Mental health; Work (physics); Data collection system; Digital health; Mental health care; Health care; Rural health","score_opus":0.06778397150423371,"score_gpt":0.3957741259610737,"score_spread":0.32799015445684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215133637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83329993,0.005368782,0.10638289,0.03953485,0.0040673683,0.002987666,0.00076641777,0.00033255524,0.0072595426],"genre_scores_gemma":[0.7188635,0.00005031907,0.2795878,0.00132953,0.00001578559,0.000010850966,0.00013321277,0.0000028788754,0.0000061028168],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979988,0.00015503723,0.00050511025,0.00037004027,0.0005567596,0.00041428173],"domain_scores_gemma":[0.99766856,0.00017421565,0.00035194206,0.000541398,0.0011355298,0.00012834465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031487837,0.00011001039,0.00021036131,0.00011671619,0.0009606856,0.0003334966,0.00097389007,0.000027676797,2.2051468e-7],"category_scores_gemma":[0.00049118506,0.00011356442,0.0000067123765,0.002725104,0.0001473683,0.0046141306,0.0010421982,0.000102367296,9.000769e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032080908,0.00040326887,0.0022791293,0.0012399086,0.000028739572,0.000012682848,0.117344186,0.000019021316,0.000047713434,0.040245913,0.0018898912,0.8361687],"study_design_scores_gemma":[0.0052285306,0.0023444323,0.0707424,0.0027557355,0.000009224305,0.0027077552,0.7131704,0.06115044,0.001904408,0.00034164387,0.13826095,0.001384058],"about_ca_topic_score_codex":0.00075958646,"about_ca_topic_score_gemma":0.00073308067,"teacher_disagreement_score":0.8347847,"about_ca_system_score_codex":0.0016173798,"about_ca_system_score_gemma":0.01441488,"threshold_uncertainty_score":0.9911725},"labels":[],"label_agreement":null},{"id":"W3215505391","doi":"10.9745/ghsp-d-21-00220","title":"Using Human-Centered Design to Develop, Launch, and Evaluate a National Digital Health Platform to Improve Reproductive Health for Rwandan Youth","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"Rwanda Biomedical Centre; University of Rwanda; United States Agency for International Development; David and Lucile Packard Foundation","keywords":"Reproductive health; Digital health; Product (mathematics); Process (computing); mHealth; Intervention (counseling); Health intervention; Program evaluation","score_opus":0.33423369454174157,"score_gpt":0.5714380325024063,"score_spread":0.23720433796066476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215505391","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046164464,0.0067859595,0.22234038,0.6563803,0.003919359,0.052182842,0.005944311,0.00043849644,0.005843904],"genre_scores_gemma":[0.31954774,0.0014927168,0.26131314,0.41078043,0.0012919622,0.004764977,0.0002851083,0.0000783516,0.00044556218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99286395,0.0005808369,0.0015238901,0.0016696302,0.0012453356,0.0021163255],"domain_scores_gemma":[0.98956805,0.0009819083,0.0010898118,0.0005526888,0.0046268026,0.0031807518],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.020992266,0.0003167181,0.00064230245,0.0002228224,0.007504377,0.00017524649,0.00028200456,0.00011794743,0.000010547122],"category_scores_gemma":[0.011331714,0.00031269653,0.00002979448,0.0026958184,0.00020991974,0.001241552,0.00038555413,0.00047335253,0.000033686618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0036969886,0.0009856765,0.0031771068,0.0048072645,0.00006972892,0.0000053179688,0.04489789,0.00016032798,0.00024035579,0.07301816,0.09546655,0.77347463],"study_design_scores_gemma":[0.0074446104,0.006025786,0.020362178,0.001800652,0.0000511927,0.00029766848,0.06403477,0.0017079918,0.00005885857,0.0155732315,0.88134205,0.0013010082],"about_ca_topic_score_codex":0.0024704367,"about_ca_topic_score_gemma":0.0007457753,"teacher_disagreement_score":0.7858755,"about_ca_system_score_codex":0.004110517,"about_ca_system_score_gemma":0.06366768,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W3217796217","doi":"10.9745/ghsp-d-21-00281","title":"Can We Use Routine Data for Strategic Decision Making? A Time Trend Comparison Between Survey and Routine Data in Mali","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Global Affairs Canada; Johns Hopkins University","keywords":"Program evaluation; MEDLINE; Data collection; Strategic planning; Population","score_opus":0.2568243641341324,"score_gpt":0.5010762939165505,"score_spread":0.2442519297824181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217796217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94946295,0.00297431,0.00014364025,0.039939456,0.00018287318,0.00060637447,0.00620202,0.000026628219,0.00046176222],"genre_scores_gemma":[0.98321044,0.0011753977,0.008982053,0.005297144,0.00011664012,0.0000017825143,0.0011748227,0.0000067068954,0.00003503675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969233,0.00024197891,0.0005857851,0.0009549373,0.0006477148,0.0006462305],"domain_scores_gemma":[0.9967877,0.0011024226,0.00029063536,0.001050194,0.0002537319,0.00051530456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072187874,0.00017307473,0.0005050133,0.00006464272,0.00034162262,0.000242739,0.0004868466,0.000071671806,0.000011807134],"category_scores_gemma":[0.0029987541,0.00014397214,0.000009828985,0.0009996261,0.0001845549,0.0010853446,0.0008397891,0.0002250457,0.0000058874666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013847379,0.0002698719,0.942942,0.00031063144,0.000017430237,0.000059071634,0.00012941536,0.0000026351224,0.000005792763,0.0005744084,0.0059564016,0.04834755],"study_design_scores_gemma":[0.0016247861,0.00045537276,0.9731284,0.00043495657,0.000052076437,0.00051614037,0.00046453404,0.0048200646,9.817486e-7,0.0005558833,0.017797835,0.00014899434],"about_ca_topic_score_codex":0.009389323,"about_ca_topic_score_gemma":0.012960168,"teacher_disagreement_score":0.04819856,"about_ca_system_score_codex":0.00021106926,"about_ca_system_score_gemma":0.0021286923,"threshold_uncertainty_score":0.9972072},"labels":[],"label_agreement":null},{"id":"W4200244184","doi":"10.9745/ghsp-d-21-00107","title":"From Insecurity to Health Service Delivery: Pathways and System Response Strategies in the Eastern Democratic Republic of the Congo","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Direktoratet for Utviklingssamarbeid; Sickkids Research Institute; International Development Research Centre; World Health Organization; Family Larsson‐Rosenquist Foundation; Hospital for Sick Children; UNICEF; Bill and Melinda Gates Foundation","keywords":"Business; Service delivery framework; Health care; Economic growth; Environmental health; Service (business); Medicine; Marketing; Economics","score_opus":0.03994934066778405,"score_gpt":0.3631079428503362,"score_spread":0.32315860218255216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200244184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064691,0.0018286124,0.000009592145,0.19020538,0.0001421824,0.0004662766,0.00006276033,0.000012243681,0.0008038946],"genre_scores_gemma":[0.9177972,0.00026165694,0.00042008958,0.08146205,0.000043889006,0.0000059061704,0.0000019247625,0.0000025288823,0.000004766977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970907,0.0009471706,0.00043738488,0.00037885967,0.000733242,0.00041263254],"domain_scores_gemma":[0.99805814,0.0004057686,0.00027754914,0.0004140203,0.00047646364,0.0003680876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005618505,0.000118059506,0.0002982516,0.00003712876,0.00043150535,0.00013240492,0.0002428575,0.000040981315,0.0000019139388],"category_scores_gemma":[0.00082792144,0.0000705771,0.000017445325,0.001418791,0.0001615066,0.0004414578,0.00018395901,0.00021451685,0.0000042087067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029643754,0.0031226038,0.43830973,0.019021206,0.00017441949,0.0010607068,0.20911506,0.00007519518,0.0026349786,0.20083109,0.021744387,0.074266866],"study_design_scores_gemma":[0.00087957596,0.0007824693,0.91516477,0.0010374811,0.000021271539,0.0015600283,0.070615634,0.00033644386,0.0000168329,0.0010985993,0.008387516,0.000099395635],"about_ca_topic_score_codex":0.03214276,"about_ca_topic_score_gemma":0.0034151245,"teacher_disagreement_score":0.476855,"about_ca_system_score_codex":0.00031442996,"about_ca_system_score_gemma":0.0063572223,"threshold_uncertainty_score":0.9992758},"labels":[],"label_agreement":null},{"id":"W4200411224","doi":"10.9745/ghsp-d-21-00145","title":"Equitable Open Access Publishing: Changing the Financial Power Dynamics in Academia","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Publishing; Open access publishing; Power (physics); Key (lock); Scientific publishing; Business; Public relations; Finance; Political science; Library science; Computer science; Law; Computer security","score_opus":0.6666360541358185,"score_gpt":0.6934644981662952,"score_spread":0.026828444030476684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200411224","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08561185,0.006859434,0.0033937197,0.56542116,0.002678381,0.0010098185,0.00008590018,0.000024792533,0.33491492],"genre_scores_gemma":[0.96266085,0.0010069644,0.0012266233,0.034570385,0.000068715206,0.000014397844,0.000002585714,0.0000037420245,0.0004457506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859914,0.0005434798,0.0007231894,0.0011541974,0.0098231705,0.0017645424],"domain_scores_gemma":[0.9837667,0.0070697134,0.0006328052,0.0010184279,0.0065748435,0.00093755306],"candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","scholarly_communication","open_science"],"category_scores_codex":[0.17670684,0.00012315501,0.00027208633,0.0075257444,0.001956872,0.055062793,0.009865968,0.00020673191,0.00012420777],"category_scores_gemma":[0.31897396,0.00007918361,0.00003034574,0.32783327,0.00048220262,0.023632435,0.014007751,0.0012067289,0.000045657354],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095083735,0.00015632124,0.07240729,0.0000114321165,0.0000029077944,0.00007606994,0.000679634,0.000049388073,0.000007935501,0.27830046,0.047837846,0.60037565],"study_design_scores_gemma":[0.0008914006,0.00020590641,0.32503924,0.000048687496,0.0000046686287,0.00040383462,0.025149398,0.028540421,0.000029434606,0.075757,0.543563,0.00036699907],"about_ca_topic_score_codex":0.002020767,"about_ca_topic_score_gemma":0.0014188805,"teacher_disagreement_score":0.87704897,"about_ca_system_score_codex":0.0014342933,"about_ca_system_score_gemma":0.009887252,"threshold_uncertainty_score":0.99934244},"labels":[],"label_agreement":null},{"id":"W4200450225","doi":"10.9745/ghsp-d-20-00349","title":"Participation in a Community-Based Women's Health Education Program and At-Risk Child Development in Rural Kenya: Developmental Screening Questionnaire Results Analysis","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"National Institute of Mental Health; Direktoratet for Utviklingssamarbeid; Grand Challenges Canada; Korea International Cooperation Agency; Department for International Development; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Psychological intervention; Descriptive statistics; Cluster randomised controlled trial; Randomized controlled trial; Demography; Poverty; Cluster (spacecraft); Pediatrics; Nursing","score_opus":0.02588648954516527,"score_gpt":0.4082311936482678,"score_spread":0.38234470410310256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200450225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97149944,0.00097423507,0.00004324302,0.02612432,0.000061056664,0.00065346307,0.00001540221,0.000029895173,0.00059894274],"genre_scores_gemma":[0.9680616,0.0005643002,0.016289072,0.014873078,0.000016946735,0.00008481104,0.00009669699,0.0000031936227,0.000010296846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737895,0.0005513055,0.00062259403,0.00033415496,0.00051865634,0.00059434073],"domain_scores_gemma":[0.9986063,0.000091842085,0.00033483526,0.00015390987,0.00025636668,0.0005566957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055884183,0.00013522868,0.00031465292,0.00021427151,0.0010354918,0.00007432598,0.000073146766,0.000046113946,0.0000026602333],"category_scores_gemma":[0.0009280023,0.00012733186,0.000014392522,0.0026364007,0.00014594769,0.00038212628,0.000101939906,0.0003452936,0.000002832033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007393695,0.0009455163,0.66743064,0.0003230032,0.000017360444,0.000008271711,0.0045022774,0.00003449523,0.000001282839,0.00010402896,0.000045318953,0.32584843],"study_design_scores_gemma":[0.0012903388,0.00036299715,0.9828283,0.0007171573,0.000018802728,0.00012890619,0.005463383,0.0003609294,0.0000066130974,0.000030957,0.008687646,0.00010394481],"about_ca_topic_score_codex":0.010188933,"about_ca_topic_score_gemma":0.013696954,"teacher_disagreement_score":0.32574448,"about_ca_system_score_codex":0.002613079,"about_ca_system_score_gemma":0.0065255207,"threshold_uncertainty_score":0.9991066},"labels":[],"label_agreement":null},{"id":"W4210574766","doi":"10.9745/ghsp-d-21-00310","title":"Maintaining Polio-Free Status in Indonesia During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"World Health Organization; Ministry of Health of the Republic of Indonesia; Bill and Melinda Gates Foundation","keywords":"Pandemic; Poliomyelitis; Poliomyelitis eradication; Vaccination; Immunization; Polio Vaccination; Polio vaccine; Human resources; Public health","score_opus":0.08468869585781358,"score_gpt":0.4738492830056399,"score_spread":0.3891605871478263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210574766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022937,0.0022206495,0.000018631321,0.090776,0.00014410245,0.0004002247,0.000014522122,0.000031015054,0.0041011497],"genre_scores_gemma":[0.97872245,0.001429536,0.00008892382,0.019630857,0.00003063892,0.00004012196,0.0000015811788,0.0000026794012,0.00005319155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980823,0.0003169359,0.00019072257,0.0002584225,0.0005222723,0.0006293538],"domain_scores_gemma":[0.99895555,0.00026699714,0.00009683607,0.0002927248,0.000083702296,0.0003042212],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063850833,0.00006532842,0.00012219023,0.00015738624,0.0021011762,0.000053531217,0.00021225,0.00002280105,0.00005208795],"category_scores_gemma":[0.0029308328,0.00004907176,0.000013307154,0.0019774013,0.00050818897,0.00040275935,0.00047328946,0.0006366539,0.0000055486366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096715614,0.00011598612,0.9835313,0.000045346856,0.000008450089,0.00007138743,0.0009781517,0.000073152114,0.0001885328,0.0041158884,0.0010305798,0.008874063],"study_design_scores_gemma":[0.0017125943,0.00081065996,0.83347917,0.000009053218,0.000006953252,0.0063774055,0.011993713,0.00014966405,0.0000016868293,0.0005177039,0.14486912,0.00007227211],"about_ca_topic_score_codex":0.012016207,"about_ca_topic_score_gemma":0.0003214363,"teacher_disagreement_score":0.15005213,"about_ca_system_score_codex":0.0020761923,"about_ca_system_score_gemma":0.0048697153,"threshold_uncertainty_score":0.99919796},"labels":[],"label_agreement":null},{"id":"W4214517773","doi":"10.9745/ghsp-d-22-00020","title":"Let’s Make Life Easier for Health Workers, Not More Complicated","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health","funders":"","keywords":"MEDLINE; Health services; Health care; Research methodology","score_opus":0.1554458109289204,"score_gpt":0.42193469895076446,"score_spread":0.26648888802184406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214517773","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034448078,0.0046294387,0.0029403789,0.9731743,0.0010065192,0.0015012685,0.0010544158,0.000076394186,0.012172522],"genre_scores_gemma":[0.6619345,0.0007271425,0.0037736995,0.33293724,0.00011746751,0.00020088252,0.000023299683,0.000011084273,0.00027471659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974767,0.00005924032,0.0006805943,0.00067947316,0.00020854986,0.0008954573],"domain_scores_gemma":[0.99802476,0.00016235666,0.00069571147,0.0003613461,0.000096049276,0.00065978884],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008912179,0.00013488751,0.00035105454,0.00015102058,0.002125724,0.00013038385,0.0004080978,0.000029010214,0.000042816006],"category_scores_gemma":[0.00095590355,0.00016200272,0.000040887273,0.0012333988,0.00019564295,0.00041913384,0.00029159067,0.0002065766,0.000050451992],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003201528,0.00021206948,0.0031199418,0.00026034768,0.000021609116,0.0000023644322,0.0011664516,0.00012585941,3.174527e-7,0.8306997,0.101576164,0.06249501],"study_design_scores_gemma":[0.0004322978,0.00037225892,0.021954056,0.000007785187,0.0000021025137,0.000032005533,0.0014678277,0.0012455931,1.7454641e-7,0.0035366882,0.9707997,0.00014951803],"about_ca_topic_score_codex":0.018149612,"about_ca_topic_score_gemma":0.00018465618,"teacher_disagreement_score":0.86922354,"about_ca_system_score_codex":0.0011234231,"about_ca_system_score_gemma":0.0015984079,"threshold_uncertainty_score":0.99917334},"labels":[],"label_agreement":null},{"id":"W4214590511","doi":"10.9745/ghsp-d-21-00079","title":"Design and Implementation of the Amenah Early Marriage Pilot Intervention Among Syrian Refugees in Lebanon","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Ford Foundation","keywords":"Refugee; Psychological intervention; Attendance; Intervention (counseling); Vulnerability (computing); Formative assessment; Program evaluation; Acculturation","score_opus":0.03015654865251477,"score_gpt":0.40888886003913943,"score_spread":0.37873231138662466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214590511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885375,0.00043896734,0.00004838328,0.0096261045,0.00016480617,0.0006514129,0.00001093467,0.0000070062283,0.0005148695],"genre_scores_gemma":[0.99635005,0.00012201575,0.00042417328,0.0030531245,0.000014584077,0.000014529317,0.0000010970349,0.000001908329,0.000018498084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985544,0.0002721527,0.0002715324,0.00019672084,0.00047388126,0.00023129513],"domain_scores_gemma":[0.99939585,0.000052905012,0.00024992597,0.0001093095,0.00007014105,0.00012186841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035103012,0.000059423044,0.000118887045,0.000047603335,0.00037001562,0.000026861731,0.00009713933,0.00000998895,0.000021825035],"category_scores_gemma":[0.0001003037,0.000044225857,0.000011306666,0.0005554706,0.00015553052,0.00036808295,0.000141433,0.00013266475,6.7325095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002058114,0.0004440835,0.9136667,0.00052038877,0.000014366464,0.000019138091,0.0025089784,0.000028462471,0.00059567415,0.007213844,0.0011073492,0.07182285],"study_design_scores_gemma":[0.00089361233,0.0018745554,0.9923019,0.00007444833,0.000012501572,0.00014254278,0.002251563,0.000049530427,0.00005427443,0.0005657562,0.0017411198,0.000038201233],"about_ca_topic_score_codex":0.013661955,"about_ca_topic_score_gemma":0.000404145,"teacher_disagreement_score":0.07863515,"about_ca_system_score_codex":0.00032622917,"about_ca_system_score_gemma":0.0004377013,"threshold_uncertainty_score":0.99290615},"labels":[],"label_agreement":null},{"id":"W4224272672","doi":"10.9745/ghsp-d-21-00316","title":"The Equity Tool for Valuing Global Health Partnerships","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; University of British Columbia, Okanagan Campus; Canadian Coalition for Global Health Research; Okanagan College; Centre for Global Health Research; Okanagan University College; McGill University Health Centre","funders":"Global Affairs Canada; Université de Montréal; McGill University","keywords":"Equity (law); Global health; Health equity; Situated; General partnership; Context (archaeology)","score_opus":0.1540634619522491,"score_gpt":0.5079449828123097,"score_spread":0.35388152086006064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224272672","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046953555,0.026019545,0.0011511447,0.8871812,0.0050499607,0.0046217446,0.00058387086,0.0002228811,0.028216053],"genre_scores_gemma":[0.8429661,0.0015178558,0.0024416586,0.15251145,0.0002580827,0.0001515711,0.000017339264,0.000007233969,0.00012871528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949316,0.0003864684,0.00061502645,0.0005874955,0.0016708559,0.0018085837],"domain_scores_gemma":[0.99655986,0.00094471715,0.00045290258,0.0004301686,0.00043660996,0.001175726],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.028397907,0.00016889552,0.00035024522,0.000034366945,0.006534428,0.0001640925,0.000332823,0.000036667094,0.000012124091],"category_scores_gemma":[0.00449746,0.00013011725,0.00006921669,0.0016060612,0.00042855763,0.00048392758,0.0004099654,0.0003173044,0.000011172779],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034178526,0.00029159995,0.011909051,0.0004765078,0.000019364612,0.000022279302,0.00034234396,0.000014690265,0.00000241371,0.15160146,0.14970458,0.68219787],"study_design_scores_gemma":[0.0008540686,0.0015999369,0.026614023,0.000037055506,0.000018924467,0.0013903879,0.0026786358,0.00059599034,6.1921327e-7,0.0036215647,0.96245444,0.00013438035],"about_ca_topic_score_codex":0.0012527626,"about_ca_topic_score_gemma":0.00016299613,"teacher_disagreement_score":0.81274986,"about_ca_system_score_codex":0.0033125032,"about_ca_system_score_gemma":0.016185218,"threshold_uncertainty_score":0.9947589},"labels":[],"label_agreement":null},{"id":"W4224303337","doi":"10.9745/ghsp-d-21-00122","title":"Casting a Wide Net: HIV Drug Resistance Monitoring in Pre-Exposure Prophylaxis Seroconverters in the Global Evaluation of Microbicide Sensitivity Project","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Bhabha Atomic Research Centre; University College London; United States Agency for International Development; FHI 360; U.S. President’s Emergency Plan for AIDS Relief; University of Pittsburgh; University of Washington","keywords":"Microbicide; Human immunodeficiency virus (HIV); Drug resistance; Pre-exposure prophylaxis; HIV drug resistance; Drug; Microbicides for sexually transmitted diseases","score_opus":0.039653763599018024,"score_gpt":0.3902538500821926,"score_spread":0.3506000864831746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224303337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98648614,0.0007917025,0.000017013135,0.010066676,0.00019590884,0.0015286086,0.000024857503,0.000014158467,0.0008749572],"genre_scores_gemma":[0.9983566,0.000043323587,0.0005511453,0.00091804983,0.000019833788,0.00009105849,0.0000023240284,0.000003090171,0.000014594058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656713,0.0009870892,0.0003638719,0.00041084134,0.0013065236,0.00036454736],"domain_scores_gemma":[0.99883384,0.00030361552,0.00029906887,0.00023027217,0.00025036657,0.00008283951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010660514,0.00012132207,0.00021484405,0.00009563665,0.00040678482,0.000037920512,0.00010462894,0.000022455595,0.0000015473439],"category_scores_gemma":[0.0014708495,0.00009906845,0.0000230808,0.0021399262,0.00013831427,0.0003777802,0.000082508435,0.00026319345,9.020625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030466001,0.0010282921,0.9165968,0.0004373521,0.000026437623,0.00035992727,0.012214158,0.0010902748,0.0025685492,0.00012892597,0.00027143632,0.062231284],"study_design_scores_gemma":[0.0018549653,0.0004863181,0.98417574,0.00018734692,0.000045173143,0.0014551922,0.008110672,0.0021188227,0.0001394291,0.00006141974,0.0012571415,0.00010779808],"about_ca_topic_score_codex":0.00498433,"about_ca_topic_score_gemma":0.002582179,"teacher_disagreement_score":0.06757896,"about_ca_system_score_codex":0.0025811142,"about_ca_system_score_gemma":0.0023963577,"threshold_uncertainty_score":0.7534849},"labels":[],"label_agreement":null},{"id":"W4225256041","doi":"10.9745/ghsp-d-21-00349","title":"Implementation of Refugees' Inclusion in National Viral Hepatitis B and Hepatitis C Screening Campaign in Mahama Refugee Camp, Rwanda","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Rwanda Biomedical Centre","keywords":"Medicine; HBsAg; Refugee; Hepatitis B virus; Hepatitis B; Hepatitis C; Public health; Hepatitis C virus; Viral hepatitis; Virology; Immunology; Environmental health; Pediatrics; Virus; Geography","score_opus":0.027483256883850227,"score_gpt":0.42034800519244236,"score_spread":0.39286474830859214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225256041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876373,0.0013337176,0.00005472709,0.008878531,0.00011700341,0.0005663257,0.00014235738,0.000012827058,0.001257224],"genre_scores_gemma":[0.9894349,0.001753844,0.0038018047,0.004902061,0.000027640986,0.000048314094,0.000018879868,0.0000048222996,0.000007747059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702054,0.00025588166,0.00052224594,0.00037893106,0.0014446299,0.0003777542],"domain_scores_gemma":[0.9989369,0.00022078883,0.0002985862,0.00010735899,0.00029194652,0.00014444019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058424133,0.00011076208,0.0002726429,0.0002608498,0.0008898554,0.000025786087,0.00010435523,0.000027900722,0.00004534048],"category_scores_gemma":[0.0010581723,0.00011574867,0.000013780708,0.0013126613,0.00024282439,0.0007508372,0.0010038229,0.00023182492,0.0000010391954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002273915,0.00006587094,0.9236881,0.000077900666,0.000005402338,0.000034285553,0.0028457425,0.000011104413,0.00011636613,0.0019238483,0.0005276489,0.070476346],"study_design_scores_gemma":[0.0013989076,0.0008859438,0.9769825,0.00008981873,0.000009130727,0.00022752,0.0016794852,0.00055896456,0.00004151974,0.00085295935,0.017168382,0.00010492201],"about_ca_topic_score_codex":0.12459946,"about_ca_topic_score_gemma":0.057593256,"teacher_disagreement_score":0.07037142,"about_ca_system_score_codex":0.0012840588,"about_ca_system_score_gemma":0.0017062804,"threshold_uncertainty_score":0.9596032},"labels":[],"label_agreement":null},{"id":"W4283692260","doi":"10.9745/ghsp-d-21-00413","title":"Improving Community Health Worker Compensation: A Case Study From India Using Quantitative Projection Modeling and Incentive Design Principles","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Asha; Incentive; Earnings; Payment; Incentive program; Business; Government (linguistics); Social determinants of health; Public economics; Actuarial science; Medicine; Public health; Economics; Accounting; Finance; Nursing","score_opus":0.20546378967498077,"score_gpt":0.4600155565034499,"score_spread":0.25455176682846914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283692260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887383,0.0010506609,0.0053861164,0.0027693934,0.00020094561,0.0016606859,0.00004116226,0.000037460337,0.00011526711],"genre_scores_gemma":[0.9729448,0.00009145498,0.022335961,0.004562835,0.0000339501,0.000019083147,0.000004845309,0.000005299027,0.0000017962316],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99673945,0.001362437,0.0004152044,0.00039513072,0.0006687281,0.0004190652],"domain_scores_gemma":[0.9984055,0.0002821704,0.00044560785,0.0001980989,0.00030081163,0.00036782233],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007197026,0.00013944914,0.00029144558,0.00009002963,0.004693691,0.00010994485,0.00009862394,0.000022383758,0.0000038392905],"category_scores_gemma":[0.00043120328,0.00012765678,0.000012878274,0.00085445633,0.00016549659,0.00068726175,0.00034989434,0.0005625368,7.7232096e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014258272,0.008600936,0.5223604,0.0014747934,0.00031022675,0.0025337387,0.23496592,0.014823271,0.0001858228,0.0066321357,0.0002086449,0.19364588],"study_design_scores_gemma":[0.0026839683,0.008730712,0.09412625,0.00023323124,0.00010359298,0.011184218,0.5286725,0.35319525,0.000002047478,0.00043856382,0.000352382,0.00027727315],"about_ca_topic_score_codex":0.28464112,"about_ca_topic_score_gemma":0.001971381,"teacher_disagreement_score":0.4282341,"about_ca_system_score_codex":0.0014996056,"about_ca_system_score_gemma":0.0031337203,"threshold_uncertainty_score":0.99660206},"labels":[],"label_agreement":null},{"id":"W4289522181","doi":"10.9745/ghsp-d-22-00036","title":"What Drives Knowledge Seeking, Sharing, and Use Among Family Planning Professionals? Behavioral Evidence From Africa, Asia, and the United States","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"FHI 360; Johns Hopkins University; United States Agency for International Development","keywords":"Thematic analysis; Psychological intervention; Psychology; Information sharing; Public relations; Qualitative research; Medical education; Nursing; Medicine; Political science; Sociology","score_opus":0.09301376016106869,"score_gpt":0.43797980276457016,"score_spread":0.3449660426035015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289522181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611422,0.020044677,0.000008077199,0.017545585,0.0003966349,0.0005590227,0.000030904757,0.000033115968,0.00023977458],"genre_scores_gemma":[0.9849937,0.0056823506,0.00031275506,0.008754698,0.00005679294,0.000028057617,0.0000140399725,0.000005583596,0.00015202539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976871,0.00030626322,0.00030184397,0.0005240586,0.00070008775,0.0004806665],"domain_scores_gemma":[0.9982283,0.0006022567,0.00027385168,0.00021612374,0.0002172732,0.00046220608],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003201192,0.00015435024,0.00026220438,0.00008019351,0.0018816101,0.00042080123,0.00021006323,0.00003466212,0.0000109539515],"category_scores_gemma":[0.00044891465,0.0001039323,0.000016517277,0.00073514524,0.0008165881,0.0021352528,0.0006778195,0.0004158342,0.0000021765568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023196493,0.0003479258,0.9478163,0.00021752744,0.000025390586,0.000096776064,0.035317335,0.00002664193,0.000027546479,0.0017656249,0.0056622615,0.006377024],"study_design_scores_gemma":[0.0012219019,0.00062397507,0.9054506,0.0009928179,0.00007672747,0.0003444709,0.05590701,0.003566645,0.0000014245938,0.0006220592,0.03104385,0.0001485295],"about_ca_topic_score_codex":0.015671434,"about_ca_topic_score_gemma":0.00010965919,"teacher_disagreement_score":0.04236571,"about_ca_system_score_codex":0.00021335455,"about_ca_system_score_gemma":0.00060280773,"threshold_uncertainty_score":0.9994178},"labels":[],"label_agreement":null},{"id":"W4292722543","doi":"10.9745/ghsp-d-21-00632","title":"Optimizing the Health Management Information System in Uttar Pradesh, India: Implementation Insights and Key Learnings","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Data quality; Data management; Uttar pradesh; Process management; Dashboard; Government (linguistics); Medicine; Knowledge management; Business; Data science; Computer science; Database; Service (business); Marketing","score_opus":0.030957578770291486,"score_gpt":0.33340232261123737,"score_spread":0.3024447438409459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292722543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74674314,0.027287489,0.0023800153,0.1576607,0.0033700936,0.0070016454,0.00030493567,0.00016308902,0.0550889],"genre_scores_gemma":[0.9906389,0.0012561613,0.0008668094,0.0071123014,0.000024156046,0.000076658536,0.000009304598,0.0000032103892,0.000012468144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822307,0.00011390869,0.0007437991,0.0002820239,0.00021183417,0.00042538214],"domain_scores_gemma":[0.99874794,0.000027212964,0.00086399796,0.00015370123,0.000043270553,0.00016386076],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008785789,0.000091052585,0.00020535209,0.00022450007,0.0017128858,0.00019661976,0.00017076368,0.000022809016,0.000005755252],"category_scores_gemma":[0.000058233716,0.00007402623,0.000012202893,0.0011084517,0.00007822676,0.0017852568,0.00019563171,0.00022503092,0.000013529243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008163249,0.000046360088,0.026666079,0.0010943486,0.000018170784,0.000007355096,0.04901854,0.0003180748,1.2818869e-7,0.700811,0.0009117723,0.22102648],"study_design_scores_gemma":[0.00083930226,0.0005559905,0.25502208,0.000056636225,0.0000015952714,0.00024047642,0.1469394,0.0021624092,1.6326109e-7,0.00072781363,0.5932729,0.00018117472],"about_ca_topic_score_codex":0.020228656,"about_ca_topic_score_gemma":0.00021086367,"teacher_disagreement_score":0.70008326,"about_ca_system_score_codex":0.0016164061,"about_ca_system_score_gemma":0.00041584444,"threshold_uncertainty_score":0.99958676},"labels":[],"label_agreement":null},{"id":"W4296078650","doi":"10.9745/ghsp-d-21-00569","title":"Changes in Child Undernutrition and Overweight in India From 2006 to 2021: An Ecological Analysis of 36 States","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Overweight; Underweight; Wasting; Demography; Malnutrition; Population; Nutrition transition; Medicine; Confidence interval; Environmental health; Geography; Obesity","score_opus":0.024075419331994186,"score_gpt":0.3748627910000102,"score_spread":0.350787371668016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296078650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95674336,0.00052530883,0.000005755491,0.04160411,0.00012417439,0.00027741422,0.00033043264,0.0000071316344,0.00038233766],"genre_scores_gemma":[0.9884872,0.0003787682,0.00034425865,0.010682549,0.000026634954,0.0000147346245,0.000063327694,0.0000017622119,7.733195e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984609,0.00027718506,0.00022931816,0.00037983133,0.0003803985,0.00027239337],"domain_scores_gemma":[0.99933773,0.00020583923,0.00012796356,0.00011053123,0.0000510022,0.00016692073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016689758,0.0000743906,0.00021621212,0.0004172213,0.000303499,0.000076659366,0.00014335962,0.000027403208,0.000060992],"category_scores_gemma":[0.00016065368,0.00007333901,0.000011265763,0.0032182673,0.00010344835,0.0006020223,0.00012406622,0.00015004222,6.3952854e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033729915,0.0030570047,0.9578001,0.00008150003,0.000032303844,0.000048793467,0.00649458,0.0005779601,0.00011003422,0.0010072937,0.0013805893,0.026036885],"study_design_scores_gemma":[0.0005411926,0.0005711414,0.99081725,0.000019664642,0.000026204227,0.000014544418,0.002113888,0.00081978075,0.000040181392,0.0010618159,0.0038905283,0.00008380503],"about_ca_topic_score_codex":0.009691949,"about_ca_topic_score_gemma":0.009606695,"teacher_disagreement_score":0.03301719,"about_ca_system_score_codex":0.00033680067,"about_ca_system_score_gemma":0.00006463787,"threshold_uncertainty_score":0.9969026},"labels":[],"label_agreement":null},{"id":"W4297282470","doi":"10.9745/ghsp-d-22-00050","title":"Qualitative Examination of the Role and Influence of Mothers-in-Law on Young Married Couples’ Family Planning in Rural Maharashtra, India","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bill and Melinda Gates Foundation","keywords":"Qualitative research; Family planning; Family law; Psychology; Socioeconomics; Gender studies; Sociology; Developmental psychology; Geography; Demography; Law; Political science; Social science; Research methodology; Population","score_opus":0.028136350669223254,"score_gpt":0.40453831193615514,"score_spread":0.3764019612669319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297282470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171203,0.00066438725,7.414444e-7,0.0017621673,0.00005789253,0.00033930907,0.00003225142,0.0000034281313,0.005427794],"genre_scores_gemma":[0.9953723,0.00009700011,0.000077021046,0.004433299,0.000005714438,0.000006688783,0.0000010021146,0.0000018297497,0.0000051468737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843407,0.00026046572,0.00029201235,0.00016870083,0.0006168151,0.00022796143],"domain_scores_gemma":[0.99925464,0.00017958652,0.00027447747,0.00010083009,0.000099954435,0.00009051556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034272599,0.00006795151,0.00017372092,0.00006272649,0.00019993393,0.000009909639,0.000110792476,0.000020450965,0.0000020296643],"category_scores_gemma":[0.0003014726,0.000052236875,0.000008557427,0.000712687,0.00035596694,0.00027401443,0.000078422076,0.000193367,3.3457886e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024960632,0.0004947647,0.8383839,0.000553897,0.0000112251555,0.000029324596,0.0777326,0.00079270237,0.0021606036,0.06489008,0.000040434123,0.012414399],"study_design_scores_gemma":[0.00058028684,0.00053890987,0.9476707,0.0001924017,0.000004143014,0.000084688916,0.049832247,0.00016456343,0.000028972669,0.0006570865,0.0002064556,0.000039532082],"about_ca_topic_score_codex":0.007778867,"about_ca_topic_score_gemma":0.00007395756,"teacher_disagreement_score":0.10928681,"about_ca_system_score_codex":0.00029015657,"about_ca_system_score_gemma":0.00048556592,"threshold_uncertainty_score":0.9988284},"labels":[],"label_agreement":null},{"id":"W4309526449","doi":"10.9745/ghsp-d-21-00781","title":"A Comprehensive Approach to Medical Oxygen Ecosystem Building: An Implementation Case Study in Kenya, Rwanda, and Ethiopia","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"Grand Challenges Canada; GE Foundation","keywords":"Developing country; Business; Environmental planning; Environmental resource management; Economic growth; Geography; Environmental science; Economics","score_opus":0.11362105532060222,"score_gpt":0.47195897136710635,"score_spread":0.3583379160465041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309526449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875058,0.00013578768,0.000027182297,0.009661716,0.00013692911,0.0013380918,0.000043857246,0.000018344597,0.0011322928],"genre_scores_gemma":[0.9831165,0.00008591156,0.0013946325,0.015277731,0.000029191217,0.00008524607,0.000004051966,0.000004542558,0.0000022121196],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9965792,0.00050155155,0.00037182894,0.000634612,0.0012962194,0.00061660993],"domain_scores_gemma":[0.9982072,0.00016085578,0.00017154007,0.00020698542,0.000036446672,0.0012169455],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007855284,0.0001231928,0.00019572287,0.000080306745,0.0014518246,0.00010541105,0.00023748014,0.000030025412,0.00015687406],"category_scores_gemma":[0.0003077652,0.00011879619,0.000006980251,0.0012629929,0.00012450172,0.000898213,0.00090686814,0.00025523893,0.0000072946423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010623436,0.0035010935,0.3399637,0.0004311499,0.0000143136795,0.0027498924,0.1667815,0.00073737965,0.00017487752,0.0016170727,0.010316921,0.47264975],"study_design_scores_gemma":[0.0025700144,0.0050540403,0.38058388,0.00002969531,0.000019381081,0.02182025,0.531928,0.0051323622,0.0000021885935,0.00024091004,0.05218664,0.00043261884],"about_ca_topic_score_codex":0.034166098,"about_ca_topic_score_gemma":0.0128229745,"teacher_disagreement_score":0.47221714,"about_ca_system_score_codex":0.0010997208,"about_ca_system_score_gemma":0.00053793215,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W4312032636","doi":"10.9745/ghsp-d-21-00426","title":"Improving Iron and Folic Acid Supplementation Among Pregnant Women: An Implementation Science Approach in East-Central Uganda","year":2022,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nutrition Society; University of Waterloo","funders":"Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Anemia; Environmental health; Intervention (counseling); Logistic regression; Folic acid; Health facility; Nursing; Population; Health services; Internal medicine","score_opus":0.02537884687692069,"score_gpt":0.3904860261287604,"score_spread":0.36510717925183966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312032636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955055,0.0007125942,0.00020741353,0.0018017127,0.00017841111,0.00084401557,0.000027806502,0.000018253173,0.0007042783],"genre_scores_gemma":[0.993966,0.00021947957,0.0029682566,0.0026962517,0.000030226505,0.00008305821,0.000026952663,0.0000041318644,0.000005644128],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99724895,0.00012506578,0.00028326304,0.0005493314,0.001000053,0.00079334545],"domain_scores_gemma":[0.9990426,0.00001977919,0.00020881824,0.00016713244,0.00009672135,0.0004650006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050464394,0.00010914167,0.00015139385,0.00018438628,0.001187415,0.00015142548,0.00014920968,0.000015099403,0.000033386088],"category_scores_gemma":[0.0001924788,0.00010398569,0.000007940094,0.0014616487,0.0005320522,0.0025366878,0.00017672864,0.00015284229,4.732639e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010823014,0.0008044212,0.3298249,0.00046303472,0.000003163865,0.000013933159,0.034297295,0.000066342116,0.0044489433,0.0057823416,0.00018871718,0.62302464],"study_design_scores_gemma":[0.0033085658,0.0014575766,0.819094,0.000013099138,0.000023449367,0.00023902919,0.1717789,0.002487687,0.000097642696,0.000117854695,0.001198265,0.00018392566],"about_ca_topic_score_codex":0.003837073,"about_ca_topic_score_gemma":0.00018239612,"teacher_disagreement_score":0.6228407,"about_ca_system_score_codex":0.00080748764,"about_ca_system_score_gemma":0.0024279887,"threshold_uncertainty_score":0.9132756},"labels":[],"label_agreement":null},{"id":"W4312091672","doi":"10.9745/ghsp-d-22-00514","title":"Improving Maternity Care in India’s Private Hospitals: Quality Certification? Yes, but More Is Needed","year":2022,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Certification; Health care; Childbirth; Business; Economic growth; Rural area; Private sector; Quality (philosophy); Medicine; Nursing; Political science; Pregnancy","score_opus":0.03616455266436135,"score_gpt":0.4049200425035037,"score_spread":0.36875548983914236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312091672","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20397079,0.0030161696,0.0000027036965,0.78706044,0.00075837073,0.0012385494,0.00062779064,0.00007057267,0.0032546204],"genre_scores_gemma":[0.08677633,0.0011942586,0.00060614536,0.9104974,0.000522124,0.000052249445,0.00016165644,0.000017351773,0.00017246134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479157,0.0003472847,0.0008770024,0.0010479521,0.0018588006,0.0010773796],"domain_scores_gemma":[0.9973305,0.00013926189,0.00092787563,0.00068244414,0.00046720784,0.0004527459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033831794,0.00034781633,0.00065636355,0.00018129597,0.0007443923,0.00019193516,0.00050758984,0.0002919664,0.00008997474],"category_scores_gemma":[0.00083931687,0.0003116075,0.000059916896,0.0011242657,0.0003680269,0.00066809135,0.00038862322,0.0017813835,0.00004157129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021086393,0.00041414297,0.149524,0.017024895,0.00006277903,0.0012725018,0.008403357,0.0000016711159,0.000033643333,0.0007953017,0.7663466,0.054012522],"study_design_scores_gemma":[0.0006437547,0.000560459,0.3496175,0.00023871876,0.000042910287,0.0005255744,0.0054192776,0.000009753825,0.000010123377,0.00011700857,0.6425048,0.00031009107],"about_ca_topic_score_codex":0.04848098,"about_ca_topic_score_gemma":0.000058186706,"teacher_disagreement_score":0.20009351,"about_ca_system_score_codex":0.0027613607,"about_ca_system_score_gemma":0.0040894365,"threshold_uncertainty_score":0.9999336},"labels":[],"label_agreement":null},{"id":"W4312184486","doi":"10.9745/ghsp-d-22-00516","title":"Nurturing and Optimizing Networks of Care to Maximize Benefits to Patients, Health Workers, and Health Systems","year":2022,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Panacea (medicine); Health care; Optimism; Business; Quality (philosophy); Public relations; Risk analysis (engineering); Medicine; Economic growth; Political science; Psychology; Economics; Alternative medicine","score_opus":0.031266631955872044,"score_gpt":0.3554343213247442,"score_spread":0.32416768936887214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312184486","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01628911,0.054678097,0.00008399834,0.9228572,0.0015595101,0.0033220425,0.00035123204,0.000058178113,0.00080058706],"genre_scores_gemma":[0.030226454,0.0139360195,0.0054005836,0.9494546,0.0007682624,0.000046194193,0.00009618255,0.000031079686,0.000040590865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946641,0.00028905622,0.00097178377,0.0011223813,0.0014963922,0.0014563198],"domain_scores_gemma":[0.99615806,0.00016252486,0.0009290596,0.00044199236,0.000508826,0.0017995491],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031782615,0.00041016194,0.0011892242,0.00024345622,0.0012437432,0.0001699427,0.00028004457,0.00018034104,0.0000054678653],"category_scores_gemma":[0.00022520291,0.00037169195,0.000038933667,0.0011308204,0.00016906121,0.0003263115,0.0005495406,0.0010829794,0.0000024047747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017879116,0.00017184806,0.035617445,0.016234674,0.000068848756,0.0000811752,0.005403277,0.001110263,2.2556485e-7,0.0005777443,0.8162458,0.12270079],"study_design_scores_gemma":[0.0014180808,0.0072363988,0.11328988,0.0049581393,0.000059443293,0.0009740427,0.0054200017,0.000099127064,1.7805178e-7,0.000010250017,0.866055,0.00047945447],"about_ca_topic_score_codex":0.027431134,"about_ca_topic_score_gemma":0.00019533582,"teacher_disagreement_score":0.122221336,"about_ca_system_score_codex":0.0020088148,"about_ca_system_score_gemma":0.0031710174,"threshold_uncertainty_score":0.9998735},"labels":[],"label_agreement":null},{"id":"W4328051471","doi":"10.9745/ghsp-d-22-00281","title":"Establishing the Ethiopian Obstetric Surveillance System for Monitoring Maternal Outcomes in Eastern Ethiopia: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"Department of Health and Social Care; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Case fatality rate; Pregnancy; Childbirth; Medical emergency; Incidence (geometry); Obstetrics; Confidentiality; Family medicine; Emergency medicine; Pediatrics; Environmental health; Population","score_opus":0.08504064867485034,"score_gpt":0.425541807248441,"score_spread":0.34050115857359065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328051471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714269,0.00041315446,0.000014372507,0.02367742,0.0018160184,0.0015055117,0.000022400505,0.000111581656,0.0010126159],"genre_scores_gemma":[0.9969452,0.00018870253,0.00021853087,0.0022988745,0.00019736869,0.00005150098,0.0000010300564,0.000007681622,0.00009109281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703103,0.00021065184,0.00048008576,0.00046381677,0.0010183089,0.0007960819],"domain_scores_gemma":[0.9977626,0.0010326101,0.00024661524,0.00029509343,0.0003262473,0.00033678432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008428024,0.000162731,0.0003676721,0.00014519076,0.00072050886,0.00025194325,0.00032102436,0.000037022237,5.900556e-7],"category_scores_gemma":[0.0025550968,0.00010553649,0.000022383241,0.0020373145,0.00011182189,0.00058201945,0.0001649151,0.00032255254,0.000027944558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039723376,0.00013927689,0.99263096,0.00046122645,0.000009882917,0.000053013893,0.00075960753,0.000009144216,0.0000069562716,0.0006238801,0.00007930024,0.0048295413],"study_design_scores_gemma":[0.0012719132,0.0015739594,0.98468804,0.00024544925,0.000012387995,0.00022745202,0.010337453,0.0002119391,0.0000025915483,0.000048963382,0.0012916389,0.00008822057],"about_ca_topic_score_codex":0.011806395,"about_ca_topic_score_gemma":0.00056213135,"teacher_disagreement_score":0.025518293,"about_ca_system_score_codex":0.0006494809,"about_ca_system_score_gemma":0.00083578087,"threshold_uncertainty_score":0.99477404},"labels":[],"label_agreement":null},{"id":"W4365450338","doi":"10.9745/ghsp-d-23-00102","title":"Ten Years for GHSP: Where Are We Now? Where Will We Go?","year":2023,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta; Centre for Global Health Research","funders":"","keywords":"Psychology; History","score_opus":0.11275246178584816,"score_gpt":0.3858056515848167,"score_spread":0.27305318979896853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365450338","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013185579,0.015620321,0.0002899689,0.96839684,0.0020601081,0.0010561356,0.0018767875,0.00009823224,0.010588421],"genre_scores_gemma":[0.00017547436,0.17366943,0.0019905402,0.81031424,0.00236948,0.00016251288,0.000048096754,0.00004966108,0.011220571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961883,0.00006494176,0.0008635533,0.0012143726,0.00028498337,0.0013838925],"domain_scores_gemma":[0.9970506,0.0004657297,0.0012860727,0.00062949414,0.00019719476,0.00037090658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004755073,0.0003198256,0.00068774243,0.00030549415,0.00064785505,0.00040609486,0.00072633004,0.0004192658,0.000037915885],"category_scores_gemma":[0.0007234995,0.00036340914,0.000101301004,0.0012062769,0.00028279703,0.0012411015,0.00027454947,0.0007929491,0.0010642217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020935404,0.00002065277,0.00015322038,0.0012460046,0.000021773296,0.000030045312,0.00017092306,0.0000024048506,2.2882462e-8,0.020936048,0.96347207,0.013925898],"study_design_scores_gemma":[0.00026496264,0.00019538857,0.00048526452,0.00023098527,0.0000111985855,0.000026665331,0.00035581354,0.00010399628,5.4841948e-8,0.0106111495,0.987365,0.00034950383],"about_ca_topic_score_codex":0.007872244,"about_ca_topic_score_gemma":0.0021090088,"teacher_disagreement_score":0.1580826,"about_ca_system_score_codex":0.0009922776,"about_ca_system_score_gemma":0.00092887384,"threshold_uncertainty_score":0.9998818},"labels":[],"label_agreement":null},{"id":"W4366303846","doi":"10.9745/ghsp-d-22-00444","title":"Experiences of Justice-Involved People Transitioning to HIV Care in the Community After Prison Release in Lusaka, Zambia: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council; Fogarty International Center; National Institutes of Health","keywords":"Psychosocial; Qualitative research; Prison; Medicine; Population; Psychology; Gerontology; Psychiatry; Environmental health; Sociology","score_opus":0.06709973141789644,"score_gpt":0.48874429883353077,"score_spread":0.42164456741563433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366303846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925218,0.0003834404,0.00004295852,0.00571829,0.00016505686,0.000501212,0.000004757584,0.000014854302,0.00064758275],"genre_scores_gemma":[0.99799454,0.0003881913,0.00012647538,0.0013243838,0.000022709084,0.00013565073,0.0000016842253,0.0000016139403,0.000004743528],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958603,0.0023718416,0.00031592327,0.00024233323,0.00082937645,0.00038024414],"domain_scores_gemma":[0.9978878,0.0013151363,0.00012841889,0.00019687017,0.00033632404,0.00013544962],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01250411,0.00007907954,0.00018258227,0.00020362473,0.0015708897,0.00020831185,0.00035354964,0.000029041472,0.0000075179755],"category_scores_gemma":[0.0024062134,0.00006678006,0.000022876948,0.0070547056,0.00034651207,0.0012420522,0.00006341132,0.00023046983,0.000008183278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015972157,0.00019966638,0.0019415766,0.000048985774,0.0000017230819,0.000007009219,0.98743576,0.000054058986,7.34757e-7,0.00013538815,0.00004293173,0.009972441],"study_design_scores_gemma":[0.00014327712,0.00034502277,0.024238259,0.00007032751,0.000044045824,0.0000013924273,0.97473496,0.0000922578,5.3860555e-7,0.00004071891,0.00022116606,0.0000680552],"about_ca_topic_score_codex":0.15470167,"about_ca_topic_score_gemma":0.48936436,"teacher_disagreement_score":0.3346627,"about_ca_system_score_codex":0.0003134049,"about_ca_system_score_gemma":0.0009968545,"threshold_uncertainty_score":0.9997289},"labels":[],"label_agreement":null},{"id":"W4367313897","doi":"10.9745/ghsp-d-23-00099","title":"Maternal Death Surveillance and Response: Looking Backward, Going Forward","year":2023,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"History","score_opus":0.034491102717471925,"score_gpt":0.3955056588520107,"score_spread":0.3610145561345388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367313897","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07842646,0.0023610806,0.000020246975,0.91199595,0.0010901417,0.00060246943,0.00016735557,0.00014565965,0.0051906714],"genre_scores_gemma":[0.03440647,0.005199504,0.0013647956,0.95608133,0.0016482681,0.00001150907,0.000023373621,0.00003138644,0.0012333812],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954444,0.0003071462,0.0005465585,0.00092785934,0.0015121909,0.0012618214],"domain_scores_gemma":[0.9974643,0.0006178532,0.0004759808,0.00038819716,0.00042428004,0.00062941294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067144213,0.00034716015,0.00063983124,0.00016193339,0.00076569937,0.000286592,0.00026791156,0.0002946865,0.000011889603],"category_scores_gemma":[0.0015901771,0.00028908296,0.000046671084,0.0007662527,0.0003959686,0.0004988776,0.00029073757,0.0011207673,0.00016086342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027506845,0.000030455449,0.09900768,0.002540051,0.000048203707,0.0019859027,0.00017957283,6.79833e-7,0.000010751044,0.0003187649,0.87925565,0.01387159],"study_design_scores_gemma":[0.0004673655,0.000499929,0.29162574,0.00063882204,0.00003064022,0.005527993,0.00007276718,0.00002669311,0.0000015221951,0.00024275805,0.7006679,0.00019782915],"about_ca_topic_score_codex":0.0034743254,"about_ca_topic_score_gemma":0.000068016074,"teacher_disagreement_score":0.19261807,"about_ca_system_score_codex":0.0008787974,"about_ca_system_score_gemma":0.0029962433,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W4381480268","doi":"10.9745/ghsp-d-22-00088","title":"A Participatory Comic Book Workshop to Improve Youth-Friendly Post-Rape Care in a Humanitarian Context in Uganda: A Case Study","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs","keywords":"Comics; Health care; Thematic analysis; Refugee; Service provider; Context (archaeology); Nursing; Participatory action research; Psychology; Sexual violence; Qualitative research; Medicine; Medical education; Sociology; Political science; Service (business); Business; Social science","score_opus":0.21979251534438288,"score_gpt":0.5435505967214925,"score_spread":0.32375808137710965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381480268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97357947,0.0017582327,0.0000052779665,0.01785796,0.0012977541,0.0044919644,0.00008099662,0.000092482886,0.00083587324],"genre_scores_gemma":[0.9776927,0.00010368712,0.000050860726,0.02161709,0.00016920139,0.0002353094,0.0000057984207,0.000013339907,0.000111980444],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99447244,0.0013022274,0.0008908119,0.0011015255,0.0006427833,0.0015902155],"domain_scores_gemma":[0.997148,0.00059282244,0.0003349852,0.0005224042,0.0006405758,0.00076124654],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009597232,0.00023492613,0.00046079035,0.0003614297,0.0021568297,0.00004398185,0.000274932,0.00011503889,0.000013655335],"category_scores_gemma":[0.002940063,0.0002043799,0.000019680117,0.0030109058,0.0002788187,0.00091194676,0.00041168494,0.0009209233,0.00020091004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021186273,0.0012042545,0.26146153,0.0006356652,0.00001063691,0.0019305579,0.6913376,0.000020783817,0.000019878667,0.0007031497,0.002467949,0.038089372],"study_design_scores_gemma":[0.0014967812,0.0014885961,0.15773164,0.00020896945,0.000010441957,0.000094281546,0.83115757,0.000054241318,3.052208e-7,0.000025046324,0.007545848,0.00018628387],"about_ca_topic_score_codex":0.05407041,"about_ca_topic_score_gemma":0.09210359,"teacher_disagreement_score":0.13981996,"about_ca_system_score_codex":0.0016933943,"about_ca_system_score_gemma":0.0063761994,"threshold_uncertainty_score":0.99925673},"labels":[],"label_agreement":null},{"id":"W4383906361","doi":"10.9745/ghsp-d-23-00163","title":"Regarding “Down but Not Out: Vasectomy Is Faring Poorly Almost Everywhere—We Can Do Better to Make It a True Method Option”","year":2023,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Vasectomy; Computer science; Medicine; Family planning; Research methodology; Population; Environmental health","score_opus":0.0937162692029717,"score_gpt":0.442549629379298,"score_spread":0.34883336017632627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383906361","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005404327,0.00037535274,0.0019818607,0.98808146,0.0007162738,0.0010705771,0.00030980373,0.00012112055,0.006803129],"genre_scores_gemma":[0.003268573,0.0003926128,0.023950754,0.96724,0.0017439781,0.00010945631,0.000046679837,0.000035831614,0.0032121465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952654,0.00015943545,0.0006219431,0.001343243,0.0014842479,0.0011257313],"domain_scores_gemma":[0.996907,0.00051617547,0.00044333594,0.00080965634,0.00068953336,0.0006343229],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026755151,0.0003959291,0.0006135178,0.00027616267,0.0010242842,0.0005068857,0.00052225427,0.00031299985,0.000051791707],"category_scores_gemma":[0.0011599078,0.000351588,0.00010971319,0.0016125492,0.0001719148,0.0004657074,0.0003218786,0.0013657843,0.00022685343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013450306,0.000025830584,0.00011341824,0.00048793125,0.000053452197,0.00013124953,0.0010423815,0.0000033855424,0.000073625044,0.000173537,0.9620645,0.0356962],"study_design_scores_gemma":[0.00040942561,0.00034040085,0.0021262628,0.00060900697,0.00013925502,0.0015645783,0.00058073737,0.00015817421,0.000019769044,0.00038293752,0.99331254,0.00035689],"about_ca_topic_score_codex":0.003458523,"about_ca_topic_score_gemma":0.00019647117,"teacher_disagreement_score":0.035339314,"about_ca_system_score_codex":0.0008895625,"about_ca_system_score_gemma":0.0024298034,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W4385923755","doi":"10.9745/ghsp-d-22-00544","title":"Repeatability of Pulse Oximetry Measurements in Children During Triage in 2 Ugandan Hospitals","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Mitacs; Wellcome Trust","keywords":"Repeatability; Intraclass correlation; Pulse oximetry; Medicine; Statistics; Confidence interval; Reproducibility; Limits of agreement; Mathematics; Nuclear medicine; Anesthesia","score_opus":0.02962389913646722,"score_gpt":0.351086348216479,"score_spread":0.32146244908001176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385923755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996991,0.0005963745,0.000012743914,0.0001726967,0.0002483492,0.00036614106,0.000012700665,0.00006481923,0.0015351668],"genre_scores_gemma":[0.9992379,0.00027927052,0.00040303887,0.0000318387,0.000030375246,0.000009504659,0.0000013271775,0.000005642671,0.000001094223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981542,0.00007776956,0.00039059675,0.00031160362,0.00057493924,0.0004908809],"domain_scores_gemma":[0.99931866,0.00012354061,0.00008691479,0.00023775727,0.00008078809,0.00015231778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054028137,0.000106578285,0.00020572674,0.00020609856,0.00009738573,0.00003847914,0.00020201485,0.000039374838,0.0000016556669],"category_scores_gemma":[0.0021168755,0.00011239285,0.000014812554,0.0031333019,0.000109117405,0.0011071395,0.000097436096,0.00015589778,0.000008005077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033472523,0.000028562039,0.98848754,0.000113918264,0.0000036777303,0.0000036521535,0.00018592026,0.00027643263,0.00337172,0.000015322741,0.00001094184,0.0074688448],"study_design_scores_gemma":[0.0004913672,0.000049110567,0.993902,0.000076178534,0.0000022579316,0.000018056238,0.0002659133,0.000057559446,0.00492608,0.0001039458,0.000012201557,0.000095288226],"about_ca_topic_score_codex":0.0014204772,"about_ca_topic_score_gemma":0.00009200955,"teacher_disagreement_score":0.0073735565,"about_ca_system_score_codex":0.00062767154,"about_ca_system_score_gemma":0.00018322932,"threshold_uncertainty_score":0.45832476},"labels":[],"label_agreement":null},{"id":"W4387744194","doi":"10.9745/ghsp-d-23-00081","title":"Health System Strengthening Through Professional Midwives in Bangladesh: Best Practices, Challenges, and Successes","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; Ministry of Health and Family Welfare; United Nations Population Fund","keywords":"Medicine; Best practice; Nurse-Midwives; Nursing; MEDLINE; Business; Family medicine; Economic growth; Environmental health; Pregnancy; Political science","score_opus":0.10014901943600626,"score_gpt":0.4522294142949648,"score_spread":0.3520803948589586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387744194","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34117568,0.068110764,0.000007533445,0.5603993,0.0012622195,0.0014271401,0.00006648954,0.00024345028,0.02730747],"genre_scores_gemma":[0.92309374,0.06380385,0.0023718444,0.010380505,0.00019847613,0.000022951888,0.000012002438,0.000009803391,0.00010684191],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967049,0.00027837622,0.000524237,0.00064791343,0.0009587107,0.00088590285],"domain_scores_gemma":[0.9977606,0.0004672816,0.00071087887,0.00022026975,0.00023297837,0.00060796936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050506564,0.00019035858,0.00043868143,0.00012416382,0.00072344893,0.00008079661,0.00015931265,0.00007743666,0.000003210472],"category_scores_gemma":[0.0013344625,0.0001510525,0.0000166543,0.0012311185,0.00029994422,0.0014537307,0.00018660056,0.00035901592,0.000038597376],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026422264,0.001065261,0.05227498,0.019187422,0.000059662725,0.0006793079,0.017104663,0.000010744978,0.000039941147,0.22548,0.0066690985,0.6747867],"study_design_scores_gemma":[0.0023565553,0.0022106238,0.5904858,0.0051756427,0.00003705942,0.0050502294,0.061990947,0.00034362733,0.000006187707,0.0010146319,0.33097416,0.00035453335],"about_ca_topic_score_codex":0.009731363,"about_ca_topic_score_gemma":0.0010896872,"teacher_disagreement_score":0.67443216,"about_ca_system_score_codex":0.0005465863,"about_ca_system_score_gemma":0.0030531478,"threshold_uncertainty_score":0.99686295},"labels":[],"label_agreement":null},{"id":"W4387880115","doi":"10.9745/ghsp-d-23-00037","title":"Is Early Childhood Development Care at Public Health Facilities in Pakistan Effective? A Cluster Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade de São Paulo; Grand Challenges Canada","keywords":"Medicine; Randomized controlled trial; Cluster randomised controlled trial; Odds ratio; Public health; Psychological intervention; Pediatrics; Confidence interval; Cluster (spacecraft); Intervention (counseling); Family medicine; Nursing; Surgery","score_opus":0.026989000811155076,"score_gpt":0.38601735844845425,"score_spread":0.3590283576372992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387880115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409159,0.0023769836,0.000012852666,0.03164877,0.00079532666,0.011969025,0.00006962132,0.00011878355,0.012092775],"genre_scores_gemma":[0.9831998,0.000745076,0.00096758053,0.013900545,0.00007907118,0.00073070737,0.00006531492,0.000008648792,0.0003032616],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9955183,0.0007656462,0.00092851766,0.0005906506,0.0012020568,0.0009948091],"domain_scores_gemma":[0.9971312,0.00121107,0.00041450447,0.00022799715,0.0004620876,0.0005531113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015661454,0.00024452372,0.0012470258,0.0003122878,0.000854472,0.00017652794,0.00015563902,0.000087042725,0.000030681113],"category_scores_gemma":[0.002585706,0.00018158423,0.00010170287,0.0014350703,0.0003519747,0.0006611658,0.00017178903,0.00023990784,0.000040842413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8046371,0.00005921564,0.004427138,0.00046973102,0.000088156674,0.00003252872,0.13373318,4.209881e-7,7.476595e-7,0.0003149374,0.0018674887,0.054369386],"study_design_scores_gemma":[0.8568543,0.000712997,0.040928043,0.00019190049,0.000020405836,0.00007894591,0.010452036,0.000038816688,0.0000039299634,0.00005208356,0.09041853,0.00024796402],"about_ca_topic_score_codex":0.00067178236,"about_ca_topic_score_gemma":0.0003454067,"teacher_disagreement_score":0.12328114,"about_ca_system_score_codex":0.0017804416,"about_ca_system_score_gemma":0.008256861,"threshold_uncertainty_score":0.9973654},"labels":[],"label_agreement":null},{"id":"W4388288191","doi":"10.9745/ghsp-d-23-00050","title":"Improving Malaria Case Management and Referral Relationships at the Primary Care Level in Ghana: Evaluation of a Quality Assurance Internship","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"President's Malaria Initiative; United States Agency for International Development","keywords":"Referral; Medicine; Internship; Mentorship; Malaria; Family medicine; Workload; Nursing; Medical education","score_opus":0.22873625392120644,"score_gpt":0.47072840214985767,"score_spread":0.24199214822865123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388288191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97093374,0.0016579553,0.000015735004,0.019485531,0.0001381568,0.00071586913,0.000038827795,0.000015416164,0.0069987522],"genre_scores_gemma":[0.9964035,0.0002505461,0.0007842164,0.0024576725,0.00002068336,0.000014274995,0.000008958297,0.0000022645684,0.00005788163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978688,0.00040675834,0.00034128898,0.00028843756,0.0008125541,0.00028216784],"domain_scores_gemma":[0.9988568,0.00022912782,0.00023012087,0.00019553842,0.00034026257,0.00014818588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01266355,0.000077078534,0.00015568426,0.00006439986,0.0004383793,0.000027542257,0.00007222106,0.000035425484,0.0000024755313],"category_scores_gemma":[0.0010888829,0.00005530592,0.00001196404,0.0008028946,0.00017468177,0.00032243397,0.00016104252,0.00017217323,0.0000059660806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001676015,0.00013275954,0.7309549,0.006020401,0.000028270171,0.0003069738,0.0075553637,0.000042704418,0.000047430418,0.020798538,0.0011624657,0.2312742],"study_design_scores_gemma":[0.0007660477,0.000110661305,0.9847941,0.00019668703,0.000038783295,0.0009981028,0.012040132,0.00041260888,0.0000028820753,0.00026962406,0.0003215041,0.00004891619],"about_ca_topic_score_codex":0.0068217777,"about_ca_topic_score_gemma":0.0033740457,"teacher_disagreement_score":0.2538392,"about_ca_system_score_codex":0.00089623744,"about_ca_system_score_gemma":0.0007158475,"threshold_uncertainty_score":0.99979186},"labels":[],"label_agreement":null},{"id":"W4389365049","doi":"10.9745/ghsp-d-23-00181","title":"Advocacy for Better Integration and Use of Child Health Indicators for Global Monitoring","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"World Health Organization; United States Agency for International Development","keywords":"Data collection; Normative; Capacity building; Health indicator; Child health; Resource allocation; Monitoring and evaluation; Resource (disambiguation); Environmental health; Business; Computer science; Medicine; Political science; Economic growth; Population; Pediatrics; Sociology; Economics","score_opus":0.050947827098727666,"score_gpt":0.434768423519785,"score_spread":0.38382059642105737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389365049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8272382,0.00113456,0.0009710685,0.16741662,0.0006694565,0.001894502,0.00020243629,0.00007645908,0.0003967152],"genre_scores_gemma":[0.9636301,0.0020277912,0.010422698,0.023609944,0.0002301739,0.00003447572,0.000022128736,0.000006072927,0.00001665134],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982626,0.000039091403,0.0003814554,0.00035514258,0.00042451112,0.00053721305],"domain_scores_gemma":[0.9985906,0.00019207926,0.00031841977,0.00014279984,0.00026747203,0.0004886515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021371082,0.00011861779,0.0002812549,0.00008906447,0.0005623898,0.00006004511,0.0000807692,0.000049136557,5.521728e-7],"category_scores_gemma":[0.0010334705,0.00009611953,0.000029604294,0.0009973455,0.00019367045,0.0005697112,0.000057132052,0.000092041744,0.0000018921721],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018740111,0.00020807619,0.30971423,0.0019755382,0.000031934273,0.0000037813602,0.0009675379,0.0000044938165,0.000029564522,0.014056529,0.016322022,0.6548123],"study_design_scores_gemma":[0.0013687586,0.0019332807,0.90846896,0.00051530066,0.000032728953,0.00024038005,0.0014756912,0.00022911807,0.00004929953,0.0012725629,0.08429844,0.00011547219],"about_ca_topic_score_codex":0.0011612755,"about_ca_topic_score_gemma":0.000024402616,"teacher_disagreement_score":0.6546968,"about_ca_system_score_codex":0.00032871112,"about_ca_system_score_gemma":0.0012801586,"threshold_uncertainty_score":0.43255043},"labels":[],"label_agreement":null},{"id":"W4389489474","doi":"10.9745/ghsp-d-23-00183","title":"Harmonizing Data Visualizations on Child Health and Well-Being to Strengthen Advocacy and Monitoring Efforts","year":2023,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"World Health Organization","keywords":"Visualization; Computer science; Data science; Data visualization; Accountability; Key (lock); Process management; Knowledge management; Data mining; Political science; Engineering; Computer security","score_opus":0.09096991689397371,"score_gpt":0.4451347968729246,"score_spread":0.3541648799789509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389489474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8438273,0.0020725515,0.000036882844,0.14632393,0.00047252938,0.0007513173,0.000032040345,0.00014095085,0.0063424692],"genre_scores_gemma":[0.95377475,0.010480642,0.0015818452,0.033836458,0.00025048284,0.000005424337,0.00002342256,0.000009343179,0.000037619706],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997753,0.00006864966,0.0003082984,0.0006238783,0.00060392567,0.0006422093],"domain_scores_gemma":[0.9979927,0.00015042198,0.00014611224,0.00034708617,0.0001134506,0.0012502235],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025831782,0.00014428102,0.00024361894,0.00012931591,0.0013439776,0.00014877014,0.00016140896,0.000033177508,0.000001967252],"category_scores_gemma":[0.00089493423,0.00012389255,0.000007794693,0.0011515871,0.00012248191,0.00062848424,0.00037848536,0.00018053151,0.000026428135],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013403042,0.00047875455,0.3482781,0.002776058,0.0000599266,0.0001614597,0.013957267,0.000060829665,0.000034907713,0.028966688,0.025641577,0.57824415],"study_design_scores_gemma":[0.0013439832,0.0022893222,0.7248811,0.0022963302,0.000038652335,0.0013960184,0.007524781,0.001693912,0.000015685479,0.0004602471,0.25773555,0.00032440823],"about_ca_topic_score_codex":0.002173585,"about_ca_topic_score_gemma":0.000031482145,"teacher_disagreement_score":0.5779197,"about_ca_system_score_codex":0.00018796333,"about_ca_system_score_gemma":0.0010910596,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W4390098900","doi":"10.9745/ghsp-d-23-00494","title":"Another Best Practice: Leveraging User and Stakeholder Perspectives to Improve and Refine Existing Medical Products","year":2023,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Discontinuation; Family planning; Medroxyprogesterone acetate; Unintended pregnancy; Medicine; Stakeholder; Fertility; Family medicine; Population; Hormonal contraception; Gynecology; Public relations; Environmental health; Research methodology; Psychiatry; Political science","score_opus":0.08603299733349293,"score_gpt":0.4502633555215075,"score_spread":0.3642303581880145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390098900","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008879475,0.026985442,0.00016519206,0.49735007,0.45494083,0.0038855488,0.0001551167,0.0002516818,0.0073866644],"genre_scores_gemma":[0.008121407,0.04808531,0.01565152,0.023455413,0.89987206,0.00023974734,0.000068422276,0.00015035864,0.004355728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99336815,0.00027017173,0.000592066,0.00200527,0.0027706223,0.0009937163],"domain_scores_gemma":[0.99183035,0.0021687474,0.0006978357,0.00061068946,0.0033612866,0.0013310793],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013382206,0.0003686073,0.00063070405,0.00019812712,0.00092681183,0.00030332306,0.00016542185,0.00035473556,0.000010125812],"category_scores_gemma":[0.14430805,0.00031718088,0.000019232195,0.0013095968,0.0007165386,0.001423102,0.00027053466,0.0012191558,0.00002893407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022209757,0.00032626127,0.00018249614,0.0017529927,0.00005217235,0.00014389788,0.0039829314,3.220719e-7,0.00009247226,0.00045725144,0.84158915,0.1491991],"study_design_scores_gemma":[0.0010541831,0.0016183922,0.0021205586,0.00070343673,0.00012054346,0.0005214598,0.009661528,0.00002228299,0.0000035949256,0.0000346383,0.9838583,0.0002810917],"about_ca_topic_score_codex":0.0037521054,"about_ca_topic_score_gemma":0.0001061393,"teacher_disagreement_score":0.47389466,"about_ca_system_score_codex":0.0007975034,"about_ca_system_score_gemma":0.009111228,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W4391024287","doi":"10.9745/ghsp-d-23-00286","title":"Institutionalizing Innovation: From Pilot to Scale for Co-Packaged Oral Rehydration Salts and Zinc—A Case Study in Zambia","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"Grand Challenges Canada; Johns Hopkins University; Irish Aid; UNICEF; United States Agency for International Development","keywords":"Business; Context (archaeology); Institutionalisation; Government (linguistics); Scale (ratio); Economic growth; Medicine; Marketing; Process management; Public relations; Political science; Economics","score_opus":0.10248130103353764,"score_gpt":0.47829510822185933,"score_spread":0.3758138071883217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391024287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97036743,0.00030614412,0.0006870629,0.026160445,0.00075803674,0.0011165305,0.00007459059,0.000050412888,0.00047936485],"genre_scores_gemma":[0.98889124,0.000012548943,0.0027542163,0.008151203,0.00013435172,0.000030229347,0.000018860052,0.0000037870145,0.000003584265],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985808,0.00010213954,0.00031430324,0.00043942383,0.00032211514,0.00024122112],"domain_scores_gemma":[0.99923533,0.00024527832,0.00006716407,0.00010410971,0.00021496596,0.00013317222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027237732,0.00009003869,0.0001253588,0.00019117918,0.00069378864,0.00056733796,0.00007497264,0.000024710616,0.0000029796079],"category_scores_gemma":[0.00057217054,0.000087801396,0.0000060875923,0.0018605475,0.000117826436,0.001943648,0.00004165528,0.00011318568,0.0000055101345],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01853689,0.006107869,0.34948105,0.0021376514,0.00006938482,0.002106571,0.06934883,0.0001623405,0.0040664277,0.048896514,0.07025083,0.42883566],"study_design_scores_gemma":[0.012039464,0.009995422,0.66286933,0.0014049303,0.000128076,0.0074142027,0.029558722,0.007918181,0.0009274305,0.01791922,0.24854235,0.0012826693],"about_ca_topic_score_codex":0.008145553,"about_ca_topic_score_gemma":0.0037311786,"teacher_disagreement_score":0.42755297,"about_ca_system_score_codex":0.0003355952,"about_ca_system_score_gemma":0.00030717373,"threshold_uncertainty_score":0.9984593},"labels":[],"label_agreement":null},{"id":"W4391111360","doi":"10.9745/ghsp-d-23-00032","title":"Barriers and Facilitators to Implementing a Community-Based Psychosocial Support Intervention Conducted In-Person and Remotely: A Qualitative Study in Quibdó, Colombia","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"United States Agency for International Development","keywords":"Psychosocial; Qualitative research; Intervention (counseling); Nursing; Psychosocial support; Community health workers; Social support; Medicine; Psychology; Family medicine; Environmental health; Population; Health services; Sociology; Social psychology; Psychiatry","score_opus":0.13294024170550905,"score_gpt":0.5722411467497225,"score_spread":0.43930090504421343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391111360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98745835,0.00050568895,0.000012568177,0.008695681,0.000400443,0.0014337223,0.000075813965,0.00002787735,0.001389832],"genre_scores_gemma":[0.9967899,0.000020847998,0.00024850742,0.0028134466,0.000011704808,0.000075463504,0.000009890271,0.000004880982,0.00002536357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964312,0.0017481741,0.00043948658,0.00049295765,0.0003171911,0.000571034],"domain_scores_gemma":[0.99867034,0.0006260181,0.00012756133,0.00013765813,0.00007128065,0.000367122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011439059,0.00014709277,0.00023809684,0.00025270868,0.0007349792,0.00019645637,0.00012950494,0.000047382673,0.000052641124],"category_scores_gemma":[0.00035912346,0.00014285433,0.000013802839,0.0014451523,0.0002557147,0.000741573,0.00008214992,0.0003256153,0.000009092303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019015382,0.0007916462,0.12834707,0.00069811154,0.00004006259,0.00010358831,0.6584671,2.3762802e-7,0.000021851478,0.0026631618,0.0021780173,0.20478758],"study_design_scores_gemma":[0.0023561644,0.003213369,0.22308053,0.0001954037,0.000016784308,0.000032585063,0.7670125,0.000044917666,0.0000016453987,0.000335585,0.0035545877,0.00015594313],"about_ca_topic_score_codex":0.044371076,"about_ca_topic_score_gemma":0.014775945,"teacher_disagreement_score":0.20463164,"about_ca_system_score_codex":0.00050424243,"about_ca_system_score_gemma":0.00037697912,"threshold_uncertainty_score":0.96199256},"labels":[],"label_agreement":null},{"id":"W4391845252","doi":"10.9745/ghsp-d-24-00074","title":"Low-Dose Antenatal Calcium Supplementation: An Intervention Ready for Prime Time","year":2024,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre; Alberta Health; University of Alberta","funders":"","keywords":"Medicine; Prime time; Calcium supplementation; Calcium; Obstetrics; Pediatrics; Internal medicine; Computer science","score_opus":0.038010598543773755,"score_gpt":0.4879331164915558,"score_spread":0.44992251794778204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845252","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020620604,0.009640425,0.00022734245,0.031365197,0.9349577,0.004905573,0.0111562675,0.0002982691,0.005387189],"genre_scores_gemma":[0.007381572,0.0026208228,0.00968673,0.008742846,0.949386,0.00026924626,0.015107188,0.000075930955,0.0067296415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963529,0.000058691097,0.0005940367,0.0008920218,0.0013931907,0.0007091199],"domain_scores_gemma":[0.99679935,0.00041689596,0.00039636748,0.000341391,0.0011742421,0.0008717574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044786073,0.00025646674,0.00038589415,0.00008900729,0.00041282747,0.00020087733,0.00022892904,0.00031417,0.000041139767],"category_scores_gemma":[0.0027909013,0.000220855,0.000063642954,0.000547311,0.00031070062,0.0008074194,0.00012201898,0.0005410436,0.00009048642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022447833,0.00022833286,0.0000032289859,0.004159475,0.000014625569,0.00005194323,0.00006708978,1.8217078e-8,0.00011631162,0.000047439484,0.9412909,0.051775858],"study_design_scores_gemma":[0.0015841845,0.003039542,0.000043870437,0.00092165987,0.0001278957,0.0005109038,0.00042675098,0.0001631247,0.00029204646,0.00010634782,0.9925724,0.00021125202],"about_ca_topic_score_codex":0.0011891309,"about_ca_topic_score_gemma":0.00004261709,"teacher_disagreement_score":0.051564608,"about_ca_system_score_codex":0.0010534847,"about_ca_system_score_gemma":0.008249695,"threshold_uncertainty_score":0.9973726},"labels":[],"label_agreement":null},{"id":"W4398161946","doi":"10.9745/ghsp-d-24-00153","title":"The Challenge Initiative: Lessons on Rapid Scale-Up of Family Planning and Adolescent and Youth Sexual and Reproductive Health Services","year":2024,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Comic Relief; Bayer; Bill and Melinda Gates Foundation","keywords":"Reproductive health; Family planning; Scale (ratio); Medicine; Sexual behavior; Family medicine; Population; Psychology; Environmental health; Research methodology; Clinical psychology; Geography","score_opus":0.2401273755294515,"score_gpt":0.512359962274077,"score_spread":0.27223258674462547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398161946","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009152928,0.09748023,0.000011651329,0.8858088,0.0023238186,0.0023328932,0.00060266245,0.000075857286,0.0022111596],"genre_scores_gemma":[0.065613836,0.06648643,0.00022689698,0.8633042,0.003732546,0.0000649677,0.000070947906,0.000059627724,0.00044053554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919324,0.0019073029,0.0011229634,0.0022798786,0.0012534801,0.0015039797],"domain_scores_gemma":[0.99512744,0.0011952474,0.0016519045,0.0007539786,0.00067908893,0.0005923342],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012058721,0.00054662005,0.00091145356,0.00020961325,0.0050095045,0.0001290638,0.000336757,0.00042739272,0.0000020032226],"category_scores_gemma":[0.00061677105,0.0003650333,0.00002488001,0.000794654,0.0021489502,0.0006808858,0.00073492946,0.003761706,0.000011761229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027870554,0.00047365995,0.0053715273,0.055276215,0.0001922686,0.00006647982,0.20755894,0.0000015665241,0.000009490294,0.004500817,0.54632944,0.1774325],"study_design_scores_gemma":[0.0010640437,0.0029212649,0.07064253,0.007123153,0.00011480602,0.00018387186,0.2490384,0.000042470918,0.0000010181317,0.0014648956,0.6667834,0.0006201788],"about_ca_topic_score_codex":0.0015347069,"about_ca_topic_score_gemma":0.000097557255,"teacher_disagreement_score":0.17681232,"about_ca_system_score_codex":0.00053649186,"about_ca_system_score_gemma":0.004019378,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W4399199681","doi":"10.9745/ghsp-d-23-00312","title":"Learnings From the Implementation of an Electronic Human Resource Management System for the Health Workforce in Uttar Pradesh, India","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Uttar pradesh; Workforce; Human resource management; Business; Developing country; Economic growth; Environmental health; Medicine; Socioeconomics; Knowledge management; Computer science; Sociology; Economics","score_opus":0.04920791263993909,"score_gpt":0.51620488217974,"score_spread":0.46699696953980097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399199681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5359939,0.07149599,0.0019011857,0.3440108,0.003004064,0.02588273,0.0005377305,0.00062386814,0.016549744],"genre_scores_gemma":[0.98390955,0.0016006284,0.0011463827,0.012566183,0.0002478842,0.00036101235,0.00004709376,0.000017952574,0.00010332457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99466336,0.001230571,0.0010505369,0.000652426,0.000894079,0.0015090213],"domain_scores_gemma":[0.9959671,0.0022587953,0.0007703859,0.00051104964,0.0002025664,0.00029011728],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018861428,0.00019647596,0.00031648306,0.00009742701,0.0035551114,0.00012344583,0.00066513696,0.00008571442,0.000019979227],"category_scores_gemma":[0.00021009224,0.00012869174,0.000034266384,0.0019547397,0.00028800982,0.0008499143,0.0001989903,0.00070910476,0.000016060203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059145415,0.000084310195,0.012320584,0.0029189512,0.000050668026,0.00000685964,0.035547182,0.00007657833,0.000004988148,0.4666363,0.022653136,0.459109],"study_design_scores_gemma":[0.00067939097,0.00078825955,0.04889918,0.0014398011,0.000035736477,0.000015627336,0.31616494,0.00064971036,0.0000014177817,0.0010960909,0.6301023,0.00012759869],"about_ca_topic_score_codex":0.040705685,"about_ca_topic_score_gemma":0.009856183,"teacher_disagreement_score":0.6074491,"about_ca_system_score_codex":0.0028001866,"about_ca_system_score_gemma":0.0035717317,"threshold_uncertainty_score":0.9977421},"labels":[],"label_agreement":null},{"id":"W4399627157","doi":"10.9745/ghsp-d-22-00547","title":"Examining Public Sector Availability and Supply Chain Management Practices for Malaria Commodities: Findings From Northern Nigeria","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Malaria Research and Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malaria; Psychological intervention; Public health; Environmental health; Health facility; Medicine; Health care; Business; Public sector; Population; Economic growth; Health services; Nursing; Economics","score_opus":0.07790281821123086,"score_gpt":0.3950985565277951,"score_spread":0.3171957383165642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399627157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6188381,0.0089814365,0.0014959407,0.3506868,0.0008670034,0.0035566434,0.00045554127,0.0001868769,0.014931673],"genre_scores_gemma":[0.98959935,0.0008022524,0.004556169,0.004436842,0.0001821952,0.000117417454,0.000027262979,0.000008712838,0.0002697772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974323,0.00015503724,0.00029741603,0.0006951884,0.00075485866,0.0006651993],"domain_scores_gemma":[0.9971131,0.0014750944,0.00017412721,0.00030061638,0.00032928542,0.00060777564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007495579,0.00015156645,0.00025518448,0.00011060811,0.0006032682,0.0008207466,0.00017925251,0.00006020655,0.00010524539],"category_scores_gemma":[0.004437088,0.00012513147,0.000023753204,0.0006163223,0.000381175,0.0016170018,0.00015537065,0.00024665284,0.000019721143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007964931,0.0008572459,0.22701058,0.0069328765,0.0006600936,0.00040789842,0.0065703657,0.0000013104624,0.000826367,0.12467561,0.026926063,0.59716666],"study_design_scores_gemma":[0.0030963486,0.0024781986,0.44352525,0.00046748776,0.0001794955,0.00044856235,0.016650792,0.0069957133,0.000017055725,0.0030874417,0.5226646,0.0003890215],"about_ca_topic_score_codex":0.002225761,"about_ca_topic_score_gemma":0.0008386838,"teacher_disagreement_score":0.5967776,"about_ca_system_score_codex":0.0003988873,"about_ca_system_score_gemma":0.0017179383,"threshold_uncertainty_score":0.7914478},"labels":[],"label_agreement":null},{"id":"W4399907212","doi":"10.9745/ghsp-d-23-00489","title":"Using Vignettes to Gain Insights Into Social Norms Related to Voluntary Family Planning and Gender-Based Violence in South Sudan","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International","funders":"United States Agency for International Development","keywords":"Feeling; Influencer marketing; Social psychology; Agency (philosophy); Qualitative research; Norm (philosophy); Negotiation; Psychology; Domestic violence; Family planning; Health care; Medicine; Nursing; Population; Poison control; Sociology; Suicide prevention; Political science","score_opus":0.06275539976298639,"score_gpt":0.4287140231846446,"score_spread":0.3659586234216582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399907212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97947115,0.0038510512,0.00040454997,0.01453671,0.00027996796,0.0004866929,0.0000106538255,0.000056564695,0.00090268836],"genre_scores_gemma":[0.95241517,0.00008527256,0.0037652068,0.04363525,0.00008136778,0.000004622631,0.0000025391303,0.000006507109,0.0000040464656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978332,0.000097278105,0.000350764,0.00056622684,0.0005848367,0.0005676942],"domain_scores_gemma":[0.9989198,0.00010768186,0.00007077432,0.00011297509,0.00012746619,0.000661295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001895512,0.00016009441,0.00025028177,0.00021268378,0.00050170737,0.00012495338,0.0001136079,0.000069151574,0.0000022876463],"category_scores_gemma":[0.00029856054,0.00013134083,0.000016325306,0.0016587651,0.00015494117,0.00045965676,0.00010588028,0.00026644632,0.000020170273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005558367,0.00060465815,0.57183325,0.006440667,0.00007778221,0.0024367431,0.15255249,0.0018442149,0.007540446,0.01576093,0.004319774,0.23103069],"study_design_scores_gemma":[0.0009915344,0.0012949622,0.9617048,0.002718015,0.000051265106,0.0004463883,0.008539253,0.012046005,0.000047863814,0.0041273893,0.0076155486,0.00041699538],"about_ca_topic_score_codex":0.0049739094,"about_ca_topic_score_gemma":0.00010944964,"teacher_disagreement_score":0.38987154,"about_ca_system_score_codex":0.0006297716,"about_ca_system_score_gemma":0.0016790602,"threshold_uncertainty_score":0.7519096},"labels":[],"label_agreement":null},{"id":"W4400083953","doi":"10.9745/ghsp-d-24-00008","title":"Documenting Community Health Worker Compensation Schemes and Their Perceived Effectiveness in Seven sub-Saharan African Countries: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"President's Malaria Initiative","keywords":"Developing country; Community health workers; Compensation (psychology); Qualitative research; Health worker; Medicine; Environmental health; Family medicine; Health services; Population; Economic growth; Psychology; Sociology; Social psychology; Economics","score_opus":0.04196501759196177,"score_gpt":0.4505401574083955,"score_spread":0.40857513981643373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400083953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753589,0.0050608413,0.00005107507,0.01704322,0.00015554366,0.0013095783,0.00002826555,0.000055419667,0.00093713304],"genre_scores_gemma":[0.99336976,0.0014247523,0.00016295632,0.0049699103,0.00003414894,0.000021647127,0.000005273803,0.0000057247257,0.0000058295022],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99642074,0.0017570301,0.00040145253,0.00040344815,0.0004946188,0.00052272965],"domain_scores_gemma":[0.99794716,0.001104807,0.00016241823,0.00018625555,0.00022959498,0.00036976067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015620574,0.00017395402,0.00040984442,0.00011537392,0.0009146468,0.00020758518,0.000111965404,0.000035769008,0.0000033976485],"category_scores_gemma":[0.0005203833,0.00013000763,0.000017631737,0.001057924,0.00035674596,0.0007854114,0.0001161018,0.00047599594,0.000007308391],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004181894,0.0019053284,0.11522725,0.0065430286,0.00014985444,0.00008342384,0.7645133,0.000006938657,0.00014286554,0.0069499724,0.00069322553,0.0996029],"study_design_scores_gemma":[0.0011722092,0.0016998401,0.7238679,0.0015776162,0.000018748755,0.00027473376,0.26252446,0.00021403417,0.0000049249397,0.00092987024,0.00758043,0.00013523253],"about_ca_topic_score_codex":0.022410266,"about_ca_topic_score_gemma":0.0018726864,"teacher_disagreement_score":0.6086407,"about_ca_system_score_codex":0.000988683,"about_ca_system_score_gemma":0.0017853981,"threshold_uncertainty_score":0.98409957},"labels":[],"label_agreement":null},{"id":"W4400668217","doi":"10.9745/ghsp-d-23-00503","title":"Assessing Acceptability of Biodegradable Contraceptive Implants in Kenya and Senegal","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"FHI 360; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Developing country; Medicine; Family planning; Research methodology; Gynecology; Population; Obstetrics; Environmental health; Family medicine; Economic growth","score_opus":0.05097301443508317,"score_gpt":0.45749174239534507,"score_spread":0.4065187279602619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400668217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96312696,0.010919461,0.0001574155,0.019587224,0.00029161913,0.0005227385,0.0000152861,0.000026724592,0.005352546],"genre_scores_gemma":[0.99551225,0.0013360892,0.0019385885,0.0011165095,0.000075769014,0.000005745405,0.0000015664242,0.0000025543734,0.000010903023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983266,0.00010694891,0.0003158002,0.00048906065,0.0003913317,0.00037027383],"domain_scores_gemma":[0.9989725,0.00025071748,0.00010961827,0.00015091355,0.00025361552,0.000262678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005085585,0.00008929399,0.00024138342,0.00009295344,0.00016888196,0.00011279419,0.000043223958,0.000046872192,0.00001406249],"category_scores_gemma":[0.0014179695,0.00007151285,0.000013502394,0.0009097876,0.00044589108,0.0017678428,0.000034410506,0.00019384874,0.0000032447863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005994489,0.00013952678,0.08706737,0.00077122357,0.000007472693,0.000023864863,0.00081136904,7.9836633e-7,0.0009717065,0.0021252788,0.00022134684,0.9072606],"study_design_scores_gemma":[0.00043692175,0.00035936697,0.98659706,0.00014773007,0.000017655866,0.00075302966,0.0035243381,0.00075041264,0.00011425129,0.00043559732,0.0067953053,0.00006832971],"about_ca_topic_score_codex":0.0024639,"about_ca_topic_score_gemma":0.000110756046,"teacher_disagreement_score":0.90719223,"about_ca_system_score_codex":0.00030355074,"about_ca_system_score_gemma":0.002468778,"threshold_uncertainty_score":0.43795064},"labels":[],"label_agreement":null},{"id":"W4400726256","doi":"10.9745/ghsp-d-23-00515","title":"An Oxygen Supply Is Not Enough: A Qualitative Analysis of a Pressure Swing Adsorption Oxygen Plant Program in Ethiopian Hospitals","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; GE Foundation","keywords":"Pressure swing adsorption; Oxygen; Adsorption; Swing; Qualitative analysis; Medicine; Environmental science; Qualitative research; Chemistry; Engineering; Mechanical engineering; Sociology; Organic chemistry","score_opus":0.04828487766061736,"score_gpt":0.4775001146887854,"score_spread":0.42921523702816805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400726256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435857,0.007875076,0.000062510924,0.044501614,0.0003311141,0.0013678469,0.00059193885,0.00010649748,0.0015777029],"genre_scores_gemma":[0.9866887,0.0012574005,0.0028543214,0.009020186,0.00005224395,0.0000399045,0.00005868684,0.000005879456,0.00002268838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964107,0.00036501195,0.0006733082,0.00068791694,0.001083891,0.0007791495],"domain_scores_gemma":[0.9978264,0.0004967588,0.00024188693,0.00031358335,0.00041556114,0.00070583576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009473225,0.00017315127,0.0005630539,0.00047055155,0.00017565343,0.00011867946,0.00015304334,0.000121674464,0.00002329913],"category_scores_gemma":[0.0011700824,0.00014636472,0.0000795072,0.0050434894,0.00027029266,0.0011847394,0.000044709806,0.00030658083,0.000009233518],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0082269795,0.0031441762,0.082027815,0.009625333,0.0014576925,0.00048292725,0.24637274,0.0001581685,0.0013518408,0.039349142,0.009452802,0.59835035],"study_design_scores_gemma":[0.0009955554,0.0047739567,0.8056163,0.0013710517,0.0013062832,0.000296071,0.042372685,0.036603544,0.00012282791,0.00058370735,0.105456434,0.00050155516],"about_ca_topic_score_codex":0.009437292,"about_ca_topic_score_gemma":0.0004764412,"teacher_disagreement_score":0.7235885,"about_ca_system_score_codex":0.0003206327,"about_ca_system_score_gemma":0.0030434134,"threshold_uncertainty_score":0.99715894},"labels":[],"label_agreement":null},{"id":"W4403245773","doi":"10.9745/ghsp-d-23-00280","title":"Twinning Partnership Network: A Learning and Experience-Sharing Network Among Health Professionals in Rwanda to Improve Health Services","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"United States Agency for International Development","keywords":"General partnership; Learning network; Health professionals; Health services; Medicine; Business; Nursing; Family medicine; Population; Health care; Environmental health; Computer science; Economic growth","score_opus":0.03801116145406275,"score_gpt":0.442651651587183,"score_spread":0.40464049013312026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403245773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8182265,0.037540298,0.00010802649,0.13695428,0.0012389971,0.0020490997,0.0000092717855,0.00022082939,0.0036526895],"genre_scores_gemma":[0.9153622,0.0021057352,0.0021992952,0.07956862,0.00055477186,0.000042955966,0.0000053457384,0.000013345729,0.00014777388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543196,0.00024772156,0.0007337815,0.0009968046,0.0008566264,0.0017331052],"domain_scores_gemma":[0.99751407,0.00020873467,0.0003107011,0.00020110336,0.00014967126,0.0016157107],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009154886,0.0002503828,0.000545835,0.000115290924,0.0013370166,0.0003304862,0.00018677137,0.00007547633,0.000010105872],"category_scores_gemma":[0.00021034063,0.00020535676,0.000026741198,0.002059098,0.00020007553,0.0010225709,0.00034773763,0.00065508625,0.0000128946895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014074065,0.00021574557,0.7284446,0.008026834,0.000031801173,0.0001647624,0.033430215,0.00052050134,0.0000068259546,0.011730802,0.0085622575,0.20745829],"study_design_scores_gemma":[0.0013630898,0.0039097434,0.6950165,0.01939951,0.000021517257,0.0010650647,0.027834378,0.009745744,0.0000022795543,0.0014353788,0.23966004,0.0005467303],"about_ca_topic_score_codex":0.007867204,"about_ca_topic_score_gemma":0.0010418198,"teacher_disagreement_score":0.23109777,"about_ca_system_score_codex":0.00082107564,"about_ca_system_score_gemma":0.003161965,"threshold_uncertainty_score":0.9999631},"labels":[],"label_agreement":null},{"id":"W4405063148","doi":"10.9745/ghsp-d-23-00509","title":"Understanding Integrated Community Case Management Institutionalization Processes Within National Health Systems in Malawi, Mali, and Rwanda: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"President's Malaria Initiative; United States Agency for International Development","keywords":"Institutionalisation; Qualitative research; Implementation research; Context (archaeology); Economic growth; Medicine; Political science; Psychological intervention; Public relations; Nursing; Sociology; Social science; Geography; Psychiatry","score_opus":0.21214104538673714,"score_gpt":0.5031720529747135,"score_spread":0.2910310075879763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405063148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9275726,0.012647009,0.003396588,0.04073592,0.00084277586,0.0038109578,0.00022192251,0.00016366225,0.010608561],"genre_scores_gemma":[0.99469364,0.0008131991,0.00048205693,0.0039215437,0.000026155118,0.000023321629,0.000014873871,0.0000034558582,0.000021744183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976051,0.00057148724,0.00043852578,0.0003125236,0.0007768425,0.00029554561],"domain_scores_gemma":[0.99885345,0.00024094066,0.00015520399,0.00008656816,0.000387323,0.00027654893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010166725,0.00012409386,0.00022071066,0.00018222317,0.0009296334,0.00022178229,0.0000647761,0.00002924192,0.0000018572805],"category_scores_gemma":[0.0005545176,0.000098107594,0.000006768052,0.0018196747,0.0002839521,0.0008047399,0.00007415649,0.00029288756,0.0000027811216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012250486,0.0016206993,0.013714474,0.016878825,0.00011725808,0.0015857435,0.1622061,0.00026473208,0.0000010995095,0.79707944,0.0022191938,0.0030874065],"study_design_scores_gemma":[0.0017812095,0.002081445,0.018871393,0.0032214075,0.00003898692,0.015725002,0.9435757,0.0026852575,2.896354e-7,0.006396714,0.0054151756,0.00020742383],"about_ca_topic_score_codex":0.018837828,"about_ca_topic_score_gemma":0.0032344754,"teacher_disagreement_score":0.79068273,"about_ca_system_score_codex":0.0023409724,"about_ca_system_score_gemma":0.0041087074,"threshold_uncertainty_score":0.9876958},"labels":[],"label_agreement":null},{"id":"W4413139534","doi":"10.9745/ghsp-d-24-00608","title":"“Community Over Commercialization”: Help Us Keep GHSP Open","year":2025,"lang":"en","type":"editorial","venue":"Global Health Science and Practice","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"","keywords":"Commercialization; Business; World Wide Web; Computer science; Marketing","score_opus":0.4562179234845115,"score_gpt":0.6711691132413724,"score_spread":0.2149511897568609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413139534","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051762373,0.004554665,0.000034196153,0.06792037,0.79096574,0.0022144623,0.0026233231,0.00015057948,0.13101903],"genre_scores_gemma":[0.010514695,0.033596486,0.001092191,0.4258985,0.5190992,0.00037563758,0.0013967295,0.00007500575,0.007951609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906008,0.0047687693,0.0009469682,0.0009155103,0.0012802152,0.001487703],"domain_scores_gemma":[0.9891021,0.0056588943,0.00085943786,0.00075300306,0.0018501701,0.0017763753],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.023606896,0.0005176741,0.0008236178,0.00016177866,0.006098179,0.0006174759,0.0027965491,0.0020750728,0.0004630207],"category_scores_gemma":[0.014285124,0.0005248607,0.00006548909,0.0021016751,0.0016066048,0.0018346731,0.0022945977,0.009084066,0.00009945044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009126786,0.00046971542,0.00064791465,0.0006148282,0.000059368507,0.000019609332,0.000313665,0.000010498087,0.0000034772104,0.0039637326,0.9477326,0.045251884],"study_design_scores_gemma":[0.0013242465,0.00033053747,0.0007781,0.00020527642,0.00019001552,0.00003218953,0.0004968092,0.00019242897,0.000013855351,0.0014261886,0.99459195,0.00041842554],"about_ca_topic_score_codex":0.015807062,"about_ca_topic_score_gemma":0.001179396,"teacher_disagreement_score":0.3579781,"about_ca_system_score_codex":0.0017567098,"about_ca_system_score_gemma":0.017731527,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W4413141231","doi":"10.9745/ghsp-d-23-00398","title":"Disinfection of Neonatal Resuscitation Equipment in Resource-Limited Settings: Lessons From a Mixed-Methods Implementation Experience in Kenya","year":2025,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Laerdal Foundation for Acute Medicine; Cincinnati Children's Hospital Medical Center","keywords":"Medical emergency; Resuscitation; Medicine; Neonatal resuscitation; Environmental health; Intensive care medicine; Business; Emergency medicine","score_opus":0.03302683921566514,"score_gpt":0.4824837732835335,"score_spread":0.44945693406786835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413141231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495099,0.0020377268,0.027185174,0.015770197,0.0017215784,0.00064106577,0.0000400528,0.000035613542,0.0030586708],"genre_scores_gemma":[0.9955712,0.00021545251,0.0013962889,0.0027056674,0.000007723386,0.000021039057,0.000071890645,0.0000015395133,0.000009203703],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981972,0.00062670605,0.00046544767,0.00033932299,0.00011234733,0.0002589805],"domain_scores_gemma":[0.99895006,0.00051080034,0.00025131425,0.00012256844,0.0001270086,0.00003823068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003357843,0.00008167737,0.00015687183,0.00022235874,0.0002013097,0.00002976244,0.00009407448,0.00007901064,0.00003263228],"category_scores_gemma":[0.0020996523,0.00007962136,0.000012762326,0.001659623,0.00028616784,0.00045543004,0.00008082102,0.00012873455,0.0000036390277],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039964187,0.00011711037,0.024706531,0.000054661246,0.000006069821,9.349422e-7,0.0042080306,0.000014281018,0.0076299915,0.0039752955,0.0006830894,0.9582044],"study_design_scores_gemma":[0.0021007494,0.00021570973,0.85912627,0.00026905662,0.00001294389,0.000018406377,0.053828523,0.0001711567,0.0032561063,0.00155325,0.07931726,0.0001305739],"about_ca_topic_score_codex":0.0048609707,"about_ca_topic_score_gemma":0.0023687154,"teacher_disagreement_score":0.9580738,"about_ca_system_score_codex":0.00027240245,"about_ca_system_score_gemma":0.00053768157,"threshold_uncertainty_score":0.73483664},"labels":[],"label_agreement":null},{"id":"W4417274455","doi":"10.9745/ghsp-d-24-00186","title":"Preventing Disruptions in HIV Service Delivery to Key Populations During Project Transition From an International to a Local Implementing Partner: A Case Study From Zambia","year":2025,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"FHI 360; U.S. President’s Emergency Plan for AIDS Relief; United States Agency for International Development","keywords":"Service delivery framework; Stakeholder; Closing (real estate); Service (business); Transition management (governance); Stakeholder analysis; Service provider; Family planning; Stakeholder management","score_opus":0.08272024376167222,"score_gpt":0.5242871579806004,"score_spread":0.44156691421892824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417274455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96992743,0.00004266649,0.0062416093,0.021047626,0.00007865036,0.0013618086,0.00026290794,0.000031537205,0.0010057671],"genre_scores_gemma":[0.9911831,0.000011713636,0.0063298056,0.0021504022,0.00006471083,0.00010858795,0.00007641006,0.0000039142315,0.00007133951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978387,0.00021499739,0.0004577922,0.00051011407,0.0005216112,0.00045680618],"domain_scores_gemma":[0.9988087,0.00009664302,0.00008221572,0.00022754178,0.00042361376,0.00036128875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001772497,0.00010305423,0.00016457195,0.000327047,0.00073753047,0.00020881246,0.00016032065,0.00002581694,0.000040207306],"category_scores_gemma":[0.0006541497,0.000105378116,0.000027623175,0.0019534167,0.000039709957,0.0014227941,0.00017933393,0.00018176188,0.000014151434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003629987,0.007824916,0.5647723,0.0004134459,0.00025466247,0.0021769714,0.089865096,0.00067036616,0.0023127473,0.001783742,0.0033381658,0.32295758],"study_design_scores_gemma":[0.0034388083,0.0021642102,0.7079836,0.0011990647,0.0001444111,0.00069165276,0.23902334,0.038466446,0.000030836334,0.0002596217,0.006311048,0.00028695297],"about_ca_topic_score_codex":0.17485347,"about_ca_topic_score_gemma":0.13951042,"teacher_disagreement_score":0.32267064,"about_ca_system_score_codex":0.0005878285,"about_ca_system_score_gemma":0.0008725111,"threshold_uncertainty_score":0.87619126},"labels":[],"label_agreement":null},{"id":"W7118240938","doi":"10.9745/ghsp-d-25-00050","title":"Navigating Change, Sustaining Impact: GHSP’s Mission in a Transformed Landscape","year":2025,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"","keywords":"MEDLINE; Population; Health services; Developing country","score_opus":0.029000790467533517,"score_gpt":0.4039115612679351,"score_spread":0.3749107708004016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118240938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7072784,0.0032847985,0.00012944061,0.15209068,0.00058140454,0.00089561695,0.000007087012,0.00013328697,0.13559933],"genre_scores_gemma":[0.9838588,0.000098130324,0.00011394506,0.015743196,0.00015809495,0.000003634657,0.000007586758,0.0000022166635,0.000014351422],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897647,0.000011017173,0.0001718465,0.00022514742,0.00027775386,0.0003377699],"domain_scores_gemma":[0.9994944,0.00004437233,0.000114264156,0.000062294035,0.00025419323,0.000030492136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015697514,0.00008923,0.000103394916,0.000048269696,0.0006012979,0.00031965502,0.00013464781,0.000043046562,0.000028193777],"category_scores_gemma":[0.00060171145,0.00007062641,0.000011788355,0.002781482,0.00006627375,0.0031794347,0.000053009207,0.00016779141,0.0000104828505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004400849,0.00024263572,0.2891413,0.00080034626,0.000012869294,0.00003395876,0.002005232,0.0000845203,0.00010553991,0.17339133,0.0054249833,0.5283172],"study_design_scores_gemma":[0.0013936044,0.00007132742,0.852478,0.00079077395,0.00002937533,0.00004983799,0.02220721,0.004382299,0.000011775761,0.007602035,0.11062354,0.0003601981],"about_ca_topic_score_codex":0.002520794,"about_ca_topic_score_gemma":0.0002359912,"teacher_disagreement_score":0.56333673,"about_ca_system_score_codex":0.0001283488,"about_ca_system_score_gemma":0.0004695302,"threshold_uncertainty_score":0.46247578},"labels":[],"label_agreement":null}]}