{"meta":{"query_hash":"4049530cd78f","filters":{"venue":"Community Health Equity Research & Policy"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"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/4049530cd78f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Community+Health+Equity+Research+%26+Policy"},"results":[{"id":"W3145519767","doi":"10.1177/0272684x211004945","title":"The General Public Knowledge, Attitude, and Practices Regarding COVID-19 During the Lockdown in Asian Developing Countries","year":2021,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":39,"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":"","keywords":"Pandemic; Government (linguistics); Quarter (Canadian coin); Cross-sectional study; Public health; Coronavirus disease 2019 (COVID-19); Developing country; China; Bachelor; Descriptive statistics; Socioeconomics; Psychology; Medicine; Geography; Economic growth; Disease; Sociology; Nursing; Infectious disease (medical specialty)","score_opus":0.459974560683694,"score_gpt":0.5459125797607087,"score_spread":0.0859380190770147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145519767","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":[0.51698387,0.014677891,0.0000917191,0.4492016,0.00014492204,0.0008554133,0.000046288747,0.000052470015,0.017945835],"genre_scores_gemma":[0.9659445,0.022922892,0.00010855937,0.008915432,0.00032213161,0.0001264927,0.0000135600285,0.000032116808,0.0016143013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934691,0.0032291198,0.0009169395,0.0004159975,0.00024785876,0.0017209464],"domain_scores_gemma":[0.9891735,0.0071271043,0.00071096566,0.0018487512,0.00037270214,0.0007670106],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.028874518,0.00020836075,0.00047222522,0.0006953824,0.007356145,0.0013243253,0.0014670816,0.00014778794,0.000039467974],"category_scores_gemma":[0.066521764,0.00017939926,0.00006284957,0.0021003026,0.0007896052,0.0006276904,0.0039085913,0.0027079855,0.00007140378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005128508,0.0003070059,0.20087619,0.0023641156,0.0001141748,0.00001994059,0.036273953,0.000025581436,0.0000079162155,0.7430055,0.006403308,0.0100894235],"study_design_scores_gemma":[0.003955463,0.00013823682,0.13110283,0.000114172224,0.0000014913036,0.00004776896,0.004671571,0.0002364895,0.000010508283,0.035752565,0.82369745,0.0002714735],"about_ca_topic_score_codex":0.07080337,"about_ca_topic_score_gemma":0.16693082,"teacher_disagreement_score":0.8172941,"about_ca_system_score_codex":0.0063230577,"about_ca_system_score_gemma":0.011966874,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W3147612428","doi":"10.1177/0272684x211004930","title":"Corner Store Retailers’ Perspectives on a Discontinued Healthy Corner Store Initiative","year":2021,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Ottawa Public Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Psychological intervention; Thematic analysis; Business; Focus group; Marketing; Sustainability; Population; Upstream (networking); Quality (philosophy); Qualitative research; Public relations; Environmental health; Medicine; Political science; Nursing; Sociology; Engineering","score_opus":0.3298451218217872,"score_gpt":0.5261507209040517,"score_spread":0.19630559908226447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147612428","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":[0.88128114,0.00071713916,0.000006162322,0.07715426,0.00012940797,0.0021249405,0.00021044866,0.00019243569,0.03818406],"genre_scores_gemma":[0.98391163,0.0008692753,0.000105339066,0.010980128,0.0011442808,0.00022826833,0.00025607066,0.000108436296,0.0023965389],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9855128,0.008408621,0.0006920216,0.0008283552,0.002196156,0.002362065],"domain_scores_gemma":[0.9890846,0.0032075741,0.00029690293,0.0030658487,0.0023091903,0.0020358888],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005471642,0.00050372264,0.0013514472,0.0007208157,0.0027488973,0.00017757753,0.0009424313,0.00029728623,0.00026477984],"category_scores_gemma":[0.009369489,0.00047369054,0.00033782134,0.0024640742,0.0016775886,0.0003769416,0.0027732258,0.0087570045,0.00033095112],"study_design_candidate":"observational","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":[0.036589995,0.18650113,0.05141255,0.0077003515,0.0012067381,0.00086609717,0.2620367,0.000008742417,0.0009751649,0.25862592,0.13924615,0.054830436],"study_design_scores_gemma":[0.028031629,0.034234494,0.7928418,0.001653258,0.00005923728,0.00007188245,0.105505005,0.00011668623,0.0004769391,0.024634413,0.011471193,0.00090349495],"about_ca_topic_score_codex":0.021134062,"about_ca_topic_score_gemma":0.009839205,"teacher_disagreement_score":0.7414292,"about_ca_system_score_codex":0.006186925,"about_ca_system_score_gemma":0.009682828,"threshold_uncertainty_score":0.9997715},"labels":[],"label_agreement":null},{"id":"W3150107386","doi":"10.1177/0272684x211006616","title":"Do Health-Seeking Populations Know the Link Between Human Papillomavirus and Oropharyngeal Cancer? A Cross-Sectional Study in a Nigerian Population","year":2021,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Head and Neck Cancer Studies","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":"","keywords":"Medicine; Cross-sectional study; Cervical cancer; Population; Family medicine; HPV infection; Human papillomavirus; Outpatient clinic; Cancer; HPV vaccines; Environmental health; Internal medicine; Pathology","score_opus":0.4933559829625806,"score_gpt":0.6193691156241629,"score_spread":0.12601313266158226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150107386","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":[0.9211098,0.0038679715,0.0000022296786,0.07185711,0.00009449283,0.0020230964,0.00007175691,0.000040422965,0.0009330981],"genre_scores_gemma":[0.9943584,0.0018337573,0.00003422412,0.0015676536,0.0013904797,0.00034573814,0.00018737036,0.000032976503,0.00024940103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917032,0.004850907,0.00093866757,0.00038929563,0.0009809039,0.001137042],"domain_scores_gemma":[0.9969335,0.0008211305,0.00017639599,0.0009852698,0.0005119474,0.00057172327],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008318857,0.00021198519,0.0007883007,0.0004862107,0.0062496956,0.0002054129,0.00032919503,0.00011808486,0.000039478484],"category_scores_gemma":[0.0015408191,0.00018280695,0.00007455561,0.0016416217,0.00035158594,0.00018223503,0.0013262384,0.0029520094,0.0000049777436],"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":[0.00038604956,0.0003727565,0.91929954,0.0004550094,0.000043744087,0.0000067284686,0.013780505,0.0000026070038,0.00003000655,0.00082356104,0.00014516267,0.06465435],"study_design_scores_gemma":[0.006220851,0.002210182,0.9847605,0.00035602384,0.0000058597693,0.000009334709,0.0031877453,0.000015584214,0.00000252776,0.0018603677,0.0012571563,0.000113825925],"about_ca_topic_score_codex":0.6571077,"about_ca_topic_score_gemma":0.5350802,"teacher_disagreement_score":0.1220275,"about_ca_system_score_codex":0.0031412696,"about_ca_system_score_gemma":0.004045609,"threshold_uncertainty_score":0.9993482},"labels":[],"label_agreement":null},{"id":"W3156006457","doi":"10.1177/0272684x211006608","title":"Cervical Cancer: Assessment of Its Knowledge, Utilization of Services and Its Determinant Among Female Undergraduate Students in a Low Resource Setting","year":2021,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"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":"","keywords":"Medicine; Cervical cancer; Respondent; Family medicine; Marital status; Population; Gynecology; Cancer; Cervical cancer screening; Cervical screening; Quarter (Canadian coin); Cross-sectional study; Demography; Obstetrics; Environmental health; Internal medicine","score_opus":0.2541756286188066,"score_gpt":0.5915759718995944,"score_spread":0.33740034328078783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156006457","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":[0.9804188,0.0060241036,0.0000032016233,0.0050688097,0.00002077268,0.0013227335,0.000051541076,0.00001711963,0.0070729055],"genre_scores_gemma":[0.99071383,0.0083454475,0.00003319658,0.00030498605,0.00008962261,0.00011792919,0.000059908212,0.000028575894,0.0003064824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924089,0.0038687882,0.0008144265,0.00032389196,0.001594532,0.0009895017],"domain_scores_gemma":[0.99553984,0.0010706002,0.00019115637,0.0007740083,0.0017474506,0.00067694584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068005766,0.00017789396,0.0007267717,0.0006633551,0.0005084861,0.000057795725,0.00065230584,0.00015169031,0.00011532381],"category_scores_gemma":[0.0011613092,0.00017385576,0.000073379626,0.002130192,0.0002940487,0.00013735483,0.0033469654,0.0020663023,0.000002364532],"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":[0.0031805125,0.006839476,0.64656913,0.08986747,0.00013403477,0.00004536885,0.017253796,0.00003578848,0.00095097814,0.0019529042,0.00012902598,0.23304151],"study_design_scores_gemma":[0.008329129,0.0017635266,0.97505736,0.0027752197,0.00001282347,0.000005986281,0.0036987835,0.005280746,0.0023134083,0.00033980614,0.0003015206,0.00012169649],"about_ca_topic_score_codex":0.026877599,"about_ca_topic_score_gemma":0.0859122,"teacher_disagreement_score":0.32848823,"about_ca_system_score_codex":0.001298975,"about_ca_system_score_gemma":0.0057803052,"threshold_uncertainty_score":0.999856},"labels":[],"label_agreement":null},{"id":"W4229061293","doi":"10.1177/0272684x221080119","title":"Preliminary Effects of a Structured Educational Program in Cardiac Patients at Different Stages of Enrollment in Cardiovascular Rehabilitation","year":2022,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Cardiac Health and Mental 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":"Toronto Rehabilitation Institute; University Health Network; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Physical therapy; Rehabilitation; Bonferroni correction; Test (biology); Health literacy; Randomized controlled trial; Intervention (counseling); Physical activity; Internal medicine; Health care; Nursing","score_opus":0.06605340457443777,"score_gpt":0.4831177742913355,"score_spread":0.41706436971689775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229061293","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":[0.9824718,0.0025709604,2.1044637e-7,0.0038251171,0.00017378939,0.010456383,0.00015157214,0.000014299396,0.00033581472],"genre_scores_gemma":[0.9958237,0.00057067216,0.00012323183,0.00021860388,0.000058659592,0.0026736732,0.00047073408,0.000023929153,0.000036798487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9857519,0.010106695,0.0009480721,0.00027517794,0.0019465465,0.0009715994],"domain_scores_gemma":[0.9953565,0.0024111506,0.0002014955,0.0011513002,0.00029869156,0.000580856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071944967,0.0001728367,0.0010620434,0.0012016706,0.0005242078,0.0000049335877,0.0003016276,0.00008088694,0.000017752009],"category_scores_gemma":[0.0023558505,0.00017596052,0.00029554928,0.0012635438,0.00026436595,0.00005244563,0.0015155866,0.001796651,9.551092e-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":[0.015896052,0.013362656,0.76158595,0.032276146,0.00008279921,0.0000024913597,0.026743343,0.000053798423,0.00013034795,0.00035985708,0.0006919834,0.14881459],"study_design_scores_gemma":[0.013101062,0.023533674,0.9592797,0.00047875664,0.000011028561,0.0000016411303,0.0021187596,0.000009469087,0.00014261293,0.00058403244,0.00065624155,0.00008300827],"about_ca_topic_score_codex":0.07857914,"about_ca_topic_score_gemma":0.0018932944,"teacher_disagreement_score":0.19769377,"about_ca_system_score_codex":0.010148259,"about_ca_system_score_gemma":0.004411589,"threshold_uncertainty_score":0.9936516},"labels":[],"label_agreement":null},{"id":"W4300427286","doi":"10.1177/0272684x221120481","title":"Traditional Midwifery Contribution to Safe Birth in Cultural Safety: Narrative Evaluation of an Intervention in Guerrero, Mexico","year":2022,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"McGill University","funders":"Institute of Aboriginal Peoples Health; Consejo Nacional de Ciencia y Tecnología; Fonds de Recherche du Québec - Santé; Fundación CeiBA","keywords":"Apprenticeship; Transformative learning; Intervention (counseling); Indigenous; Nursing; Narrative; Medicine; Remuneration; Narrative inquiry; Health care; Psychology; Obstetrics; Political science; Pedagogy; Geography","score_opus":0.34404463934328916,"score_gpt":0.5727597292269667,"score_spread":0.22871508988367756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300427286","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":[0.97040945,0.00018230238,0.000009039478,0.0116727995,0.00024037523,0.003717835,0.00017167459,0.000021038095,0.013575468],"genre_scores_gemma":[0.9977422,0.00058259437,0.000036443133,0.000252971,0.00023445392,0.0002124994,0.0006014987,0.000009511676,0.0003278616],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9500922,0.04530133,0.00085110345,0.00023998482,0.0024418838,0.001073525],"domain_scores_gemma":[0.9966118,0.00080770446,0.00024177151,0.0004458599,0.0014392848,0.00045360613],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.07116052,0.000117148025,0.0003137559,0.0012658697,0.013168538,0.000055599776,0.00081108714,0.00010306997,0.0004330402],"category_scores_gemma":[0.0010512703,0.00012352703,0.000064292035,0.0027214377,0.00044529076,0.0005532027,0.00006411914,0.0017686983,0.000008615221],"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":true,"study_design_scores_codex":[0.0015034865,0.0024619892,0.00043508652,0.000099450794,0.0000060044586,4.161236e-7,0.80238587,0.00031356723,0.000005324077,0.18554313,0.00011372298,0.007131963],"study_design_scores_gemma":[0.013392748,0.006695066,0.11721413,0.00033980233,0.0000048995075,0.0000041801286,0.6428093,0.0007434068,0.00005291189,0.12977622,0.08860626,0.00036108596],"about_ca_topic_score_codex":0.84654963,"about_ca_topic_score_gemma":0.9778524,"teacher_disagreement_score":0.15957657,"about_ca_system_score_codex":0.015044968,"about_ca_system_score_gemma":0.05152584,"threshold_uncertainty_score":0.9887361},"labels":[],"label_agreement":null},{"id":"W4367369088","doi":"10.1177/2752535x231173527","title":"Qualitative Analysis of Coping Strategies Among Older Persons During COVID-19 Lockdown in Nigeria: Considerations for Community Health Promotion","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Health and Well-being Studies","field":"Psychology","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":"Simon Fraser University","funders":"National Institute of Mental Health; Fogarty International Center; National Institute on Aging","keywords":"Coping (psychology); Exploratory research; Gerontology; Qualitative research; Social support; Anxiety; Psychology; Health promotion; Population; Medicine; Clinical psychology; Public health; Environmental health; Nursing; Psychiatry; Social psychology; Sociology","score_opus":0.5147838089533942,"score_gpt":0.6483311637549004,"score_spread":0.13354735480150626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367369088","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":[0.92932004,0.00031094335,0.00039191634,0.06357064,0.000100046076,0.0038020308,0.0006398404,0.00020378614,0.0016607766],"genre_scores_gemma":[0.9954965,0.0003950924,0.00012195267,0.0019073137,0.000082040766,0.0013080561,0.00040124464,0.000038392252,0.00024938735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9600685,0.035119656,0.0014771738,0.0003913722,0.0006963915,0.00224688],"domain_scores_gemma":[0.9791973,0.017035807,0.00055046653,0.0016299224,0.0006681847,0.00091827573],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03858211,0.00029589282,0.0012627499,0.003718546,0.009312882,0.0001283482,0.00071999687,0.00022714061,0.00009195411],"category_scores_gemma":[0.013614678,0.0003254754,0.00021785502,0.0061778026,0.0013274103,0.00025851277,0.00092121615,0.003443184,0.000019398129],"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":[0.00071009644,0.0017298101,0.01298986,0.0055036093,0.0005342138,0.0000037158297,0.94614244,0.0004145911,0.000014890278,0.019887425,0.011396379,0.0006729701],"study_design_scores_gemma":[0.007371861,0.002876195,0.26346532,0.00032840818,0.000023564744,0.0000023122686,0.7022038,0.00018862537,0.000005952644,0.023046106,0.00021867425,0.00026919227],"about_ca_topic_score_codex":0.5645295,"about_ca_topic_score_gemma":0.58070123,"teacher_disagreement_score":0.25047544,"about_ca_system_score_codex":0.002976557,"about_ca_system_score_gemma":0.009392014,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W4384942644","doi":"10.1177/2752535x231189932","title":"Small Steps Towards an Inclusive Diabetes Prevention Program: How Small Steps for Big Changes is Improving Program Equity and Inclusion","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Public Health Policies and Epidemiology","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Equity (law); Stakeholder; Inclusion (mineral); Public relations; Business; Health equity; Type 2 diabetes; Program Design Language; Medicine; Political science; Nursing; Psychology; Computer science; Diabetes mellitus; Public health; Social psychology","score_opus":0.4443866533800626,"score_gpt":0.5365183364760427,"score_spread":0.09213168309598013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384942644","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":[0.6279459,0.00027862572,0.000045204597,0.35918045,0.00030265708,0.008853133,0.0000931841,0.0008823137,0.0024185472],"genre_scores_gemma":[0.93615985,0.0010264199,0.0012173791,0.049798347,0.005188996,0.004889253,0.0011671613,0.0001408531,0.00041174056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912966,0.0020615025,0.00081450795,0.00071614096,0.00097238546,0.0041389004],"domain_scores_gemma":[0.9949506,0.0010095756,0.0006306768,0.0013715504,0.0014891349,0.0005484867],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034997165,0.00047434767,0.0009114426,0.0015796821,0.011569494,0.0011332271,0.0022405016,0.0004365107,0.000006811726],"category_scores_gemma":[0.008905959,0.0004496769,0.00015570337,0.0030205639,0.0006619943,0.00067271973,0.06754601,0.001905527,0.000018997933],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038687035,0.00089361,0.0005478939,0.007844978,0.000031417698,8.8061535e-7,0.0024612912,0.0000028157638,0.000040106603,0.0058816955,0.012771585,0.96913683],"study_design_scores_gemma":[0.007702951,0.008646211,0.011343237,0.00056019844,0.000034295448,0.0000021852834,0.00733763,0.026760764,0.000016025542,0.13584358,0.8009875,0.0007654368],"about_ca_topic_score_codex":0.27909034,"about_ca_topic_score_gemma":0.13251574,"teacher_disagreement_score":0.9683714,"about_ca_system_score_codex":0.0011096782,"about_ca_system_score_gemma":0.0020101878,"threshold_uncertainty_score":0.9999037},"labels":[],"label_agreement":null},{"id":"W4388895498","doi":"10.1177/2752535x231217211","title":"Caring in the Context of Systems: Service Provider Perspectives on the Mental Health Needs of Newcomer Young Men","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Okanagan University College; University of British Columbia, Okanagan Campus; University of Calgary","funders":"","keywords":"Mental health; Service provider; Interdependence; Context (archaeology); Psychological resilience; Psychology; Service delivery framework; Focus group; Service (business); Sociology; Public relations; Social psychology; Business; Psychiatry; Political science; Marketing","score_opus":0.32696781375393347,"score_gpt":0.5434342034087974,"score_spread":0.21646638965486398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388895498","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":[0.832417,0.001559859,0.000001420289,0.14290462,0.00011599507,0.0037885758,0.00011996575,0.00004069908,0.019051855],"genre_scores_gemma":[0.9944364,0.0007912463,0.0000024292203,0.0037945658,0.0001361539,0.0003988054,0.000047675876,0.00002561914,0.00036709188],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9812776,0.015297037,0.0009117749,0.00019119124,0.0010053756,0.001317022],"domain_scores_gemma":[0.9941048,0.0030525974,0.00034486133,0.001758167,0.00045190784,0.00028763825],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023344817,0.00017877316,0.0004948225,0.0009849828,0.001662216,0.000051824027,0.0015456335,0.00010645336,0.000041657193],"category_scores_gemma":[0.0008424575,0.000121937854,0.000071987655,0.0037476465,0.00038903765,0.00009490871,0.0005423463,0.0022801412,0.00007145273],"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":[0.00095491565,0.0006171378,0.0027452388,0.0012597028,0.000036820296,4.4804477e-7,0.8389275,0.0000046685454,0.000008528167,0.13202813,0.020383071,0.003033832],"study_design_scores_gemma":[0.0028424833,0.0017918433,0.05113558,0.00031538954,0.0000015260339,0.0000057493426,0.9415265,0.00009725899,0.000003997926,0.00063795573,0.0015670501,0.00007470957],"about_ca_topic_score_codex":0.83023894,"about_ca_topic_score_gemma":0.15873991,"teacher_disagreement_score":0.6714991,"about_ca_system_score_codex":0.0010745613,"about_ca_system_score_gemma":0.0028063557,"threshold_uncertainty_score":0.9996375},"labels":[],"label_agreement":null},{"id":"W4389638838","doi":"10.1177/2752535x231221594","title":"Community Groups Co-Design Evidence-Based Docudramas to Communicate About Child Spacing in Bauchi State, Nigeria: A Qualitative Descriptive Study","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Hausa; Focus group; Local language; Local community; Descriptive research; Family planning; State (computer science); Medicine; Psychology; Family medicine; Sociology; Political science; Population; Environmental health; Research methodology; Social science","score_opus":0.5821558747344602,"score_gpt":0.6098595909962614,"score_spread":0.027703716261801237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389638838","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":[0.92371094,0.00040049737,0.00010284271,0.06283231,0.00007760614,0.009231426,0.00015578051,0.00038228277,0.0031062963],"genre_scores_gemma":[0.9878399,0.0012427501,0.00035195192,0.009191886,0.00013712677,0.00075113925,0.00013196778,0.00009511529,0.00025819807],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9209006,0.07162276,0.0016036254,0.00051926274,0.0021936295,0.003160172],"domain_scores_gemma":[0.98366374,0.008568375,0.00034175886,0.0040781912,0.001104037,0.0022438802],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06650735,0.0005880763,0.0016074909,0.0024361343,0.0059151473,0.0002820103,0.0027818293,0.00021209114,0.00004100501],"category_scores_gemma":[0.011666645,0.00055745704,0.00017625937,0.005769144,0.00091651955,0.0004555517,0.0041307393,0.011548804,0.00062320783],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.03356356,0.010893311,0.03481929,0.0037925122,0.0001933814,0.00013299841,0.90007085,0.000344222,0.00019923855,0.00095111725,0.008725525,0.0063139857],"study_design_scores_gemma":[0.02175592,0.033204023,0.50367486,0.008341919,0.000014702419,0.00002421325,0.42136967,0.00016443385,0.00012151823,0.009929478,0.0007760469,0.0006232126],"about_ca_topic_score_codex":0.589612,"about_ca_topic_score_gemma":0.086526506,"teacher_disagreement_score":0.5030855,"about_ca_system_score_codex":0.0064271097,"about_ca_system_score_gemma":0.0062926426,"threshold_uncertainty_score":0.9996877},"labels":[],"label_agreement":null},{"id":"W4389790182","doi":"10.1177/2752535x231221587","title":"Contending With Precarity: Health and Multi-Sectoral Supports for Migrant Agricultural Workers in Southern Ontario","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; University of Windsor; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Precarity; Context (archaeology); Service provider; Agriculture; Psychological intervention; Economic growth; Business; Construct (python library); Migrant workers; Service (business); Political science; Public relations; Sociology; Geography; Nursing; Medicine; Gender studies; Marketing; Economics","score_opus":0.5298887549798881,"score_gpt":0.594606418549857,"score_spread":0.06471766356996889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389790182","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":[0.928657,0.00034856875,0.000008260959,0.06412819,0.00012639053,0.0058901,0.00014547895,0.0001983495,0.00049767515],"genre_scores_gemma":[0.98504966,0.00030639578,0.00022451962,0.002114917,0.00022124409,0.0015414902,0.00035530154,0.000055311168,0.010131163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901978,0.0050285575,0.0008350967,0.00037982306,0.0006319159,0.0029268162],"domain_scores_gemma":[0.99526435,0.002458479,0.00026905423,0.0006439151,0.00044274676,0.0009214269],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012227895,0.00029454744,0.0007771597,0.0007183101,0.007298287,0.00005686852,0.00052075053,0.00017708745,0.000019036383],"category_scores_gemma":[0.0012317827,0.00022237826,0.00007370812,0.0013471354,0.0004221703,0.00017436189,0.0016104622,0.0037861508,0.000036178415],"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":true,"study_design_scores_codex":[0.0018761954,0.00022950016,0.6358286,0.0015681058,0.000042233423,0.0000027789042,0.34113088,0.0000011432286,0.0000039965735,0.00033398138,0.013971686,0.005010907],"study_design_scores_gemma":[0.015251151,0.0033641292,0.65992785,0.0016814274,0.0000041596313,0.0000021598562,0.30517063,0.000028065691,4.4412644e-7,0.00082750386,0.013460867,0.0002815975],"about_ca_topic_score_codex":0.95586115,"about_ca_topic_score_gemma":0.9836159,"teacher_disagreement_score":0.062013272,"about_ca_system_score_codex":0.004457533,"about_ca_system_score_gemma":0.008903208,"threshold_uncertainty_score":0.9993642},"labels":[],"label_agreement":null},{"id":"W4395692308","doi":"10.1177/2752535x241249893","title":"The Equity Impact of Universal Home Visits to Pregnant Women and Their Spouses in Bauchi State, Nigeria: Secondary Analysis From a Cluster Randomised Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique; McGill University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Disadvantaged; Medicine; Psychological intervention; Equity (law); Environmental health; Nursing; Economic growth","score_opus":0.07072279021407699,"score_gpt":0.4667351775121678,"score_spread":0.39601238729809085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395692308","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":[0.9795988,0.0022520577,0.000013515702,0.009891828,0.000083098545,0.0064958055,0.00049395394,0.000049138365,0.0011217983],"genre_scores_gemma":[0.9954234,0.002851871,0.000010014339,0.00096418196,0.00019008949,0.0002124744,0.000043488668,0.000024826795,0.00027965938],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99071187,0.005760576,0.0009785771,0.00032474363,0.00073222554,0.0014920043],"domain_scores_gemma":[0.99233836,0.004934084,0.00015715628,0.0010355614,0.0003133385,0.001221515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012662711,0.00028461328,0.0016098522,0.0011222907,0.00079996214,0.00019971556,0.0006949973,0.00012337431,0.000083225445],"category_scores_gemma":[0.0016185361,0.00016381868,0.00034410693,0.002043276,0.00033511067,0.00014655925,0.0018470685,0.002154144,0.000010335204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93798906,0.00080372725,0.0028244506,0.0007431646,0.0013712564,0.000018302195,0.03275211,0.000020046722,0.0001280469,0.00010934511,0.0006943328,0.022546161],"study_design_scores_gemma":[0.8485386,0.014775307,0.118902236,0.00092529895,0.000057232395,0.000007790772,0.0051575596,0.00047374537,0.000017781978,0.010414658,0.0005015299,0.00022827946],"about_ca_topic_score_codex":0.17604996,"about_ca_topic_score_gemma":0.03366255,"teacher_disagreement_score":0.14238742,"about_ca_system_score_codex":0.0028980814,"about_ca_system_score_gemma":0.0074337577,"threshold_uncertainty_score":0.99819314},"labels":[],"label_agreement":null},{"id":"W4396687368","doi":"10.1177/2752535x241252208","title":"The Landscape of Health Technology for Equity Deserving Groups in Rural Communities: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Community Health Equity Research & Policy","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Equity (law); Health equity; Business; Environmental planning; Natural resource economics; Public economics; Geography; Economic growth; Political science; Economics; Health care","score_opus":0.5402609059033668,"score_gpt":0.648051853508631,"score_spread":0.1077909476052642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396687368","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":[0.00008393201,0.9319627,0.000016240354,0.03897993,0.00012170326,0.028186437,0.00021560736,0.00012327736,0.00031012043],"genre_scores_gemma":[0.001205111,0.98748296,0.00008213323,0.002860108,0.00019269493,0.0069479095,0.0009803912,0.00011755321,0.00013112184],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9743727,0.015582369,0.0055151028,0.0002836234,0.0015554962,0.0026907169],"domain_scores_gemma":[0.9840645,0.008560462,0.0018943463,0.0039248266,0.00093873957,0.0006170931],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06816363,0.000588047,0.0064406767,0.0028099346,0.0022749945,0.00008908944,0.0027307274,0.00038164548,0.0000143414545],"category_scores_gemma":[0.010466856,0.00038336366,0.00053915946,0.0053361063,0.0006151393,0.00010146087,0.004361239,0.007094699,0.0000259813],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008242283,0.00018866046,0.0000067452756,0.6381534,0.00010736137,0.0000011256101,0.001510231,5.7597815e-9,1.0167101e-8,0.0033181312,0.0054258145,0.35120612],"study_design_scores_gemma":[0.0029515491,0.0059495415,0.000006738435,0.85450435,0.00039038318,0.000112524045,0.0216773,0.00001177246,3.6812665e-8,0.0031041289,0.11109617,0.00019547505],"about_ca_topic_score_codex":0.047949247,"about_ca_topic_score_gemma":0.026791144,"teacher_disagreement_score":0.35101065,"about_ca_system_score_codex":0.004245826,"about_ca_system_score_gemma":0.021608591,"threshold_uncertainty_score":0.99986184},"labels":[],"label_agreement":null},{"id":"W4399179719","doi":"10.1177/2752535x241256414","title":"Health Planning in Times of COVID-19 in Burkina Faso: The Role of Its National Strategic Pandemic Management Committee","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Maternal and Child Health","field":"Medicine","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":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Environmental planning; Strategic planning; Economic growth; Environmental resource management; Public administration; Geography; Business; Virology; Medicine; Economics; Outbreak; Infectious disease (medical specialty); Marketing","score_opus":0.29308799584364287,"score_gpt":0.5570329220045407,"score_spread":0.2639449261608978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399179719","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":[0.8355579,0.012700578,0.0000029425175,0.09870073,0.00004284188,0.0022416455,0.000119003664,0.000053603413,0.050580785],"genre_scores_gemma":[0.9901829,0.004515691,0.00003185111,0.0048920657,0.00007955091,0.000058750706,0.00004779519,0.000014842197,0.00017659008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99396175,0.0029043036,0.0008398502,0.00019242564,0.0011948723,0.0009068085],"domain_scores_gemma":[0.9975997,0.00105603,0.00013980016,0.0005235329,0.00018520275,0.0004957342],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013657497,0.00014574302,0.0005131447,0.0010054477,0.00041308207,0.000029032852,0.0006795345,0.000085270825,0.000052159216],"category_scores_gemma":[0.0005112907,0.000113184586,0.00006125766,0.0016300136,0.00028507065,0.00006992844,0.0008331215,0.0023454984,0.000015739686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004415157,0.0024891805,0.104215674,0.044487573,0.0001231703,0.000051451236,0.035770398,0.0004094335,0.00006998707,0.76713765,0.0073419674,0.033488385],"study_design_scores_gemma":[0.01512997,0.0067971917,0.3256728,0.011027586,0.000011559399,0.00011674774,0.04842533,0.0029507177,0.00004346387,0.5507737,0.038726367,0.00032457383],"about_ca_topic_score_codex":0.16991517,"about_ca_topic_score_gemma":0.012167784,"teacher_disagreement_score":0.22145714,"about_ca_system_score_codex":0.0031792405,"about_ca_system_score_gemma":0.008737583,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W4399265764","doi":"10.1177/2752535x241257561","title":"Public Health Challenges for Post-secondary Students During COVID-19: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Community Health Equity Research & Policy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"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 for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Public health; Socioeconomic status; Mental health; Pandemic; Relocation; Coronavirus disease 2019 (COVID-19); Social determinants of health; Psychology; Health equity; Environmental health; Political science; Economic growth; Medicine; Medical education; Nursing; Psychiatry; Economics; Population","score_opus":0.8707889168288926,"score_gpt":0.7423669525613061,"score_spread":0.12842196426758645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399265764","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":[0.000010871204,0.8346368,0.000006319338,0.12857883,0.00081903837,0.031145824,0.0015519931,0.000431741,0.0028185595],"genre_scores_gemma":[0.00001994027,0.9368753,0.000034060344,0.046018973,0.0012028115,0.012007599,0.0013666627,0.0003407062,0.0021339476],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9517168,0.033704102,0.0039508007,0.00179508,0.0024341787,0.00639903],"domain_scores_gemma":[0.977552,0.007781272,0.0013990625,0.005508727,0.0006935561,0.0070654033],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.06822407,0.0012478825,0.0057834326,0.0036275398,0.0069442857,0.0004647595,0.006192066,0.00078302,0.00063749775],"category_scores_gemma":[0.010956062,0.001165802,0.0012620427,0.0030761696,0.00074758666,0.00028410688,0.008931679,0.01187119,0.0011070747],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00015357096,0.00084306387,9.4265073e-7,0.50805515,0.0001617239,0.00001158038,0.005166225,3.3063425e-9,4.1726524e-9,0.0027958183,0.009826445,0.47298548],"study_design_scores_gemma":[0.0031511171,0.0033029409,0.000018846173,0.2931082,0.000064505286,0.00010465077,0.0015443239,6.8286056e-8,3.889153e-9,0.00056469254,0.69767636,0.00046429026],"about_ca_topic_score_codex":0.12377,"about_ca_topic_score_gemma":0.043572366,"teacher_disagreement_score":0.68784994,"about_ca_system_score_codex":0.032215387,"about_ca_system_score_gemma":0.21283361,"threshold_uncertainty_score":0.9996707},"labels":[],"label_agreement":null},{"id":"W4401543257","doi":"10.1177/2752535x241273955","title":"Health Equity in All Urban Policies: A Case Study of Richmond, California","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","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":"Richmond Hospital","funders":"Robert Wood Johnson Foundation","keywords":"Health equity; Equity (law); General partnership; Government (linguistics); Local government; Public relations; Public health; Public administration; Community health; Economic growth; Population health; Health policy; Business; Population; Political science; Environmental health; Medicine; Nursing; Economics; Finance","score_opus":0.45353284586912657,"score_gpt":0.5873857897314358,"score_spread":0.13385294386230928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401543257","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":[0.7833326,0.0013440709,0.000011644513,0.19479105,0.00025400193,0.0031285225,0.00010530363,0.000238744,0.01679408],"genre_scores_gemma":[0.9532431,0.00045493396,0.000023318222,0.044556864,0.0012679924,0.00022399826,0.00007057637,0.00006114754,0.000098121054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875852,0.004318597,0.0022358836,0.0005847761,0.0012398546,0.004035729],"domain_scores_gemma":[0.9944445,0.0020155583,0.00047943598,0.0019359804,0.00060288294,0.00052166963],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.040200155,0.00042197213,0.0013357694,0.0031875428,0.0019521276,0.0004618424,0.0018821731,0.00023354295,0.00005782878],"category_scores_gemma":[0.005820797,0.00039566177,0.00015449643,0.00589921,0.0005501603,0.00073447224,0.0074157817,0.004110177,0.00025806125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083382596,0.0060253865,0.00915863,0.016483566,0.00011573679,0.00034581975,0.028675178,0.00020695348,0.0000037520283,0.09202776,0.7947131,0.0514103],"study_design_scores_gemma":[0.008487862,0.0037928137,0.007228748,0.0008350086,0.000015216852,0.00019134606,0.072602704,0.006705174,2.3098787e-7,0.01916056,0.8803961,0.000584234],"about_ca_topic_score_codex":0.98193944,"about_ca_topic_score_gemma":0.4634773,"teacher_disagreement_score":0.5184621,"about_ca_system_score_codex":0.0035938132,"about_ca_system_score_gemma":0.0052764127,"threshold_uncertainty_score":0.9998495},"labels":[],"label_agreement":null},{"id":"W4402297598","doi":"10.1177/2752535x241280353","title":"Exploring the Use of Multiple Participatory Tools to Engage Community Health Workers in Program Evaluation and Implementation: A Case Study From the Philippines","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Health Policy Implementation Science","field":"Health Professions","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":"Public Health Ontario; University of Toronto; University of Waterloo","funders":"","keywords":"Facilitator; Context (archaeology); Citizen journalism; Participatory action research; Inclusion (mineral); Participatory evaluation; Health care; Knowledge management; Process (computing); Community-based participatory research; Medical education; Psychology; Medicine; Computer science; Sociology; Political science; World Wide Web","score_opus":0.9863713350408344,"score_gpt":0.8128132388363043,"score_spread":0.1735580962045301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402297598","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":[0.88440317,0.00018470504,0.000022533563,0.088564985,0.00020956797,0.026090262,0.00036799783,0.0001137519,0.00004300202],"genre_scores_gemma":[0.96906334,0.00024017764,0.00033243065,0.011451876,0.00022410865,0.018583765,0.000052308584,0.000038655693,0.000013358526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8303621,0.16254503,0.00231501,0.00041794323,0.001965713,0.0023942401],"domain_scores_gemma":[0.9215747,0.07391164,0.00037264414,0.0023100402,0.0008815982,0.0009493853],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1543707,0.00026516148,0.0005457859,0.0007388524,0.014840443,0.00031513005,0.0012224154,0.00006971859,0.000074175674],"category_scores_gemma":[0.033434,0.00019065442,0.000055839344,0.0041182362,0.00062592456,0.0010500001,0.0031750153,0.0074663614,0.00002790325],"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":[0.00024934285,0.00044352378,0.081770845,0.000675002,0.000025332143,0.0000051845245,0.59132594,0.000026775324,0.0000054178395,0.0001856132,0.0033225615,0.32196444],"study_design_scores_gemma":[0.0036103746,0.0020678418,0.33592638,0.00057524355,0.000007874729,0.0000050516446,0.6447528,0.0007330965,0.0000019999593,0.00033661033,0.011867185,0.00011554969],"about_ca_topic_score_codex":0.91592073,"about_ca_topic_score_gemma":0.88709396,"teacher_disagreement_score":0.3218489,"about_ca_system_score_codex":0.0037371775,"about_ca_system_score_gemma":0.01633963,"threshold_uncertainty_score":0.99482346},"labels":[],"label_agreement":null},{"id":"W4403347530","doi":"10.1177/2752535x241290666","title":"Use of Subsidized Health Services by Artists in Canada: An Exploratory Study","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Musicians’ Health and Performance","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":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Subsidy; Demographics; Anxiety; Health care; Exploratory research; Medicine; Nursing; Psychology; Public relations; Psychiatry; Political science; Sociology; Economic growth; Social science; Economics","score_opus":0.4104691492917137,"score_gpt":0.5538722817252758,"score_spread":0.14340313243356212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403347530","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":[0.97252655,0.0038682427,0.0000014062125,0.019738944,0.00022710617,0.003080634,0.00020908518,0.00006744173,0.00028061843],"genre_scores_gemma":[0.9867697,0.002604585,0.000037831163,0.009812125,0.00027914986,0.00017831902,0.00018486172,0.00004464645,0.000088786925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.988906,0.006329319,0.0011524203,0.000345733,0.0014802659,0.0017862119],"domain_scores_gemma":[0.995042,0.0009500231,0.00015657338,0.0016614484,0.00038055427,0.0018094038],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012297851,0.00023359933,0.0008496696,0.000886147,0.00083339866,0.00007911398,0.00065410504,0.00008994378,0.00004305712],"category_scores_gemma":[0.00037304856,0.00022412205,0.00004291019,0.0024760151,0.00018744319,0.00038457263,0.0006125331,0.0033815566,0.000015232587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.017846001,0.012279552,0.1493946,0.0866437,0.00015576599,0.00016787552,0.30696166,0.000019306293,0.0004023256,0.0013471484,0.07076387,0.35401818],"study_design_scores_gemma":[0.037491586,0.05630818,0.55177724,0.012580343,0.000025645757,0.000056457025,0.18632449,0.005054576,0.00030222052,0.0008982045,0.14808208,0.0010989937],"about_ca_topic_score_codex":0.99800426,"about_ca_topic_score_gemma":0.9987733,"teacher_disagreement_score":0.4023826,"about_ca_system_score_codex":0.0069039124,"about_ca_system_score_gemma":0.07447199,"threshold_uncertainty_score":0.9989177},"labels":[],"label_agreement":null},{"id":"W4405293899","doi":"10.1177/2752535x241306555","title":"“People Need to Know; We’re Part of the Community. We’re Here.”: Examining Experiences of Sharing Demographic Information for a Community-Based Diabetes Prevention Program","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Diabetes Management and Education","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychological intervention; Equity (law); Data collection; Health equity; Medicine; Health care; Gerontology; Family medicine; Nursing; Public health; Political science; Sociology","score_opus":0.31799891703495564,"score_gpt":0.523150000376355,"score_spread":0.2051510833413993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405293899","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":[0.974345,0.00051286834,0.000054455737,0.017290035,0.00019709783,0.0054236073,0.000031375796,0.000158053,0.001987457],"genre_scores_gemma":[0.9954252,0.00019399657,0.000505088,0.0008303308,0.000101422076,0.002315108,0.0003910745,0.000031278898,0.00020645729],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926508,0.004437443,0.00094587053,0.00013991655,0.00086775044,0.0009582148],"domain_scores_gemma":[0.9939524,0.0027469548,0.00029766498,0.0019666841,0.0006911576,0.00034515178],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016091017,0.0002291789,0.0005421037,0.0013680044,0.0025024053,0.00023454177,0.0015960027,0.00013554729,0.000029144983],"category_scores_gemma":[0.003150284,0.00019596159,0.00019971914,0.003751099,0.00049692194,0.0005690179,0.0018710239,0.002603982,0.0000071115132],"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":[0.0010114015,0.004198543,0.02152046,0.045498025,0.00019837946,6.905877e-8,0.538324,0.000045624285,0.00023810059,0.001757423,0.01104807,0.3761599],"study_design_scores_gemma":[0.006471007,0.020590693,0.021936327,0.018570127,0.00012437592,6.902342e-7,0.87297654,0.0042180084,0.001941571,0.006904705,0.045824554,0.00044140904],"about_ca_topic_score_codex":0.010717224,"about_ca_topic_score_gemma":0.0058104107,"teacher_disagreement_score":0.3757185,"about_ca_system_score_codex":0.0004871675,"about_ca_system_score_gemma":0.0016916665,"threshold_uncertainty_score":0.999697},"labels":[],"label_agreement":null},{"id":"W4406389805","doi":"10.1177/2752535x241312378","title":"Community Views of Determinants of Men’s Wellbeing in Guatemala: A Study Using Fuzzy Cognitive Mapping","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Cognitive Science and Mapping","field":"Computer Science","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":"Jewish General Hospital; Université de Montréal; University of Ottawa; McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Fuzzy cognitive map; Cognition; Fuzzy logic; Psychology; Gerontology; Sociology; Developmental psychology; Computer science; Medicine; Artificial intelligence; Fuzzy set; Psychiatry; Fuzzy number","score_opus":0.47164315993259776,"score_gpt":0.5768185789461866,"score_spread":0.10517541901358884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406389805","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":[0.9787626,0.00022540992,0.0028941184,0.0010579517,0.00006767179,0.0025878898,0.000013319723,0.00003949108,0.014351529],"genre_scores_gemma":[0.9985097,0.00014225535,0.0007819696,0.00037511045,0.000019228906,0.00009349852,0.0000024597932,0.000010269711,0.000065488406],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9780663,0.017699467,0.0014279004,0.0003649179,0.0010754014,0.0013659985],"domain_scores_gemma":[0.99219966,0.0036083406,0.0005146825,0.0020033063,0.001394972,0.00027901446],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.038112123,0.0002517769,0.00096697704,0.0028555484,0.002313985,0.00013301455,0.0040919045,0.00010001742,0.0000027368521],"category_scores_gemma":[0.006319759,0.00026293495,0.0001132096,0.0069449716,0.0008674326,0.0007319605,0.011225718,0.0029161666,0.000004217044],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010200475,0.0118154045,0.10178801,0.0058282493,0.0001161547,0.000025564555,0.3799036,0.000025954007,0.0037332047,0.012950699,0.00015258724,0.4826405],"study_design_scores_gemma":[0.020273505,0.006689052,0.5503383,0.01341911,0.000020220241,0.0000140639595,0.33715186,0.0137089025,0.0033537692,0.054115634,0.00015193928,0.0007636341],"about_ca_topic_score_codex":0.22039022,"about_ca_topic_score_gemma":0.03615515,"teacher_disagreement_score":0.48187688,"about_ca_system_score_codex":0.0010998396,"about_ca_system_score_gemma":0.005295426,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W4406877277","doi":"10.1177/2752535x251316086","title":"Liberal/Individualized Versus Materialist/Structuralist Approaches to Addressing Social and Health Inequalities: Education and Income as Social Determinants of Health","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Inequality; Social inequality; Materialism; Sociology; Economic inequality; Positive economics; Political science; Economics; Epistemology","score_opus":0.7445393077194516,"score_gpt":0.6428366003166502,"score_spread":0.1017027074028014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406877277","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":[0.75391537,0.00092088507,0.0000023373873,0.23706512,0.00038857522,0.0016982426,0.00015797994,0.000056510387,0.0057949573],"genre_scores_gemma":[0.98370975,0.0009761287,0.0003234595,0.013708656,0.00051280006,0.00014885727,0.00006159375,0.000023819799,0.0005349148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9828794,0.012761912,0.001190996,0.00033851032,0.00097326096,0.0018559255],"domain_scores_gemma":[0.9966923,0.001175627,0.0004941608,0.00043717446,0.00028639458,0.00091432413],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.021401687,0.00024112345,0.001012058,0.0007470076,0.012297687,0.0005057535,0.0007932121,0.00021378818,0.000022651542],"category_scores_gemma":[0.002510081,0.0002594075,0.00006630049,0.0012422575,0.0013977136,0.00032249172,0.0015789224,0.0010098891,0.0000022119316],"study_design_candidate":"qualitative","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":[0.0012061517,0.00029794214,0.00876088,0.008797187,0.000026220789,2.1346571e-7,0.3373754,7.7883065e-8,6.424754e-7,0.3752291,0.005830339,0.26247585],"study_design_scores_gemma":[0.0100739105,0.0018491911,0.5559256,0.0019356661,0.00000992071,0.0000023738692,0.33389777,0.0000057855655,0.000009955871,0.06898643,0.02678649,0.0005168636],"about_ca_topic_score_codex":0.78481597,"about_ca_topic_score_gemma":0.20412058,"teacher_disagreement_score":0.5806954,"about_ca_system_score_codex":0.002961019,"about_ca_system_score_gemma":0.029196793,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W4407026764","doi":"10.1177/2752535x251317651","title":"<i>‘We’re More Prepared than Before</i> : Understanding the Strategies Used by a Non-governmental Organization During the COVID-19 Pandemic in Sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"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 Waterloo; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Political science; Economic growth; Medicine; Outbreak; Economics; Infectious disease (medical specialty); Disease","score_opus":0.23242213968122938,"score_gpt":0.5013044041764125,"score_spread":0.26888226449518315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407026764","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":[0.84801316,0.00048615728,0.00026559853,0.10466307,0.000074719006,0.0026639095,0.00003981221,0.00011066899,0.043682896],"genre_scores_gemma":[0.9945,0.0023175962,0.0000019377685,0.001091955,0.00006137638,0.000088799956,0.000018049233,0.000013013162,0.0019072772],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926264,0.004433248,0.0003425061,0.00023003343,0.0012631123,0.0011046823],"domain_scores_gemma":[0.9975991,0.0011649588,0.00012285449,0.00076743483,0.00007334161,0.00027227317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008541353,0.00015158819,0.00020242222,0.0002471988,0.0083568655,0.0006938613,0.0022562223,0.00009759215,0.000026249134],"category_scores_gemma":[0.0016344343,0.000107697444,0.000044824188,0.0033281592,0.0016971937,0.0004329597,0.001876932,0.001230741,0.0000070102633],"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":[0.0005676965,0.00051065936,0.04713758,0.00089158525,0.00004575997,0.000002620712,0.8785909,0.000069907524,0.0003442563,0.038880195,0.0316788,0.0012800784],"study_design_scores_gemma":[0.0024662805,0.0001801948,0.0075644916,0.00017878825,0.0000051213983,4.687886e-7,0.95569396,0.00007241071,0.000009892648,0.023826068,0.009865819,0.00013652012],"about_ca_topic_score_codex":0.14133435,"about_ca_topic_score_gemma":0.36575845,"teacher_disagreement_score":0.22442411,"about_ca_system_score_codex":0.008758881,"about_ca_system_score_gemma":0.0044915755,"threshold_uncertainty_score":0.9950463},"labels":[],"label_agreement":null},{"id":"W4408469666","doi":"10.1177/2752535x251323637","title":"Community-Engaged Health Communication Strategies During the COVID 19 Pandemic: Experiences From Southern Andean Peru","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Public health; Government (linguistics); Political science; Community engagement; Citizen journalism; Community health; Community resilience; Public relations; Empowerment; Pandemic; Sociology; Economic growth; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Law","score_opus":0.40446625780425194,"score_gpt":0.5676195552994222,"score_spread":0.16315329749517027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408469666","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":[0.8527873,0.004677171,0.00006411051,0.11482267,0.00008327358,0.0016004454,0.000077607576,0.0002881793,0.025599213],"genre_scores_gemma":[0.9797742,0.008227952,0.000059015158,0.009314383,0.00024957754,0.00032180425,0.00009153298,0.000023716559,0.0019378691],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.85943204,0.13685013,0.0007610412,0.00026126797,0.0010902237,0.0016053038],"domain_scores_gemma":[0.98053306,0.014473649,0.00033815435,0.0032211647,0.00048635827,0.0009475864],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07184695,0.00027221398,0.0005585385,0.0005016445,0.092035264,0.0010428119,0.0052945707,0.00021069919,0.00021479878],"category_scores_gemma":[0.016005583,0.00023596232,0.00013556574,0.0020366486,0.0012339879,0.000594112,0.003169903,0.013660764,0.000045904668],"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":true,"study_design_scores_codex":[0.00050056167,0.0004288189,0.008594386,0.00029927888,0.000035947793,9.690698e-7,0.9602664,0.000006615344,0.000019503177,0.016302371,0.0047687883,0.00877632],"study_design_scores_gemma":[0.0024558571,0.00030101056,0.014234551,0.00017155403,0.0000032324742,0.0000017904819,0.90670425,0.000007336228,0.0000025314919,0.043228824,0.032722905,0.0001661819],"about_ca_topic_score_codex":0.8785135,"about_ca_topic_score_gemma":0.7308592,"teacher_disagreement_score":0.14765431,"about_ca_system_score_codex":0.0040573124,"about_ca_system_score_gemma":0.019983761,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W4413118157","doi":"10.1177/2752535x251368427","title":"Improving Human Papillomavirus (HPV) Vaccine Uptake in Canada: A Call for Equity and Inclusivity","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Cervical Cancer and HPV Research","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vaccination; Health equity; Human papillomavirus; Medicine; Men who have sex with men; Equity (law); HPV vaccines; Public health; Cervical cancer; Environmental health; Family medicine; Demography; Gynecology; HPV infection; Immunology; Political science; Human immunodeficiency virus (HIV); Syphilis; Cancer; Nursing; Internal medicine; Sociology","score_opus":0.29507057436256573,"score_gpt":0.5801983057630301,"score_spread":0.2851277314004644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413118157","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":[0.8563207,0.002968302,0.000075445016,0.08488243,0.00008954089,0.0061124056,0.00019548078,0.000073852265,0.04928186],"genre_scores_gemma":[0.9901213,0.00070797995,0.000094150455,0.0075120316,0.00021930134,0.0004331564,0.00007315489,0.00003188114,0.00080703787],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9934997,0.0017408524,0.0008057064,0.00044475068,0.0012764725,0.0022324945],"domain_scores_gemma":[0.99436647,0.0018810676,0.00009934665,0.0014557445,0.00097216846,0.0012252225],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013720021,0.0002584912,0.00088780635,0.00094615394,0.0025878616,0.000115889314,0.0010104787,0.00017078583,0.00012920052],"category_scores_gemma":[0.006721324,0.0002522206,0.000086092354,0.0017399808,0.0002950241,0.00012340554,0.01000294,0.004120911,0.0000026823434],"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":true,"study_design_scores_codex":[0.008301749,0.0008655789,0.0112345945,0.008403466,0.00004808548,0.00001746428,0.0011190802,0.0000010936112,0.0005381204,0.007785142,0.009829484,0.95185614],"study_design_scores_gemma":[0.037986495,0.004187935,0.9098819,0.00035747045,0.000017971946,0.000009658704,0.0016436101,0.00077715947,0.00024695904,0.022747507,0.021816803,0.00032652347],"about_ca_topic_score_codex":0.99740523,"about_ca_topic_score_gemma":0.99810547,"teacher_disagreement_score":0.9515296,"about_ca_system_score_codex":0.014161326,"about_ca_system_score_gemma":0.043297797,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W4413617365","doi":"10.1177/2752535x251370927","title":"Promoting Health Equity in an Era of Growing Contradictions Between Capital Accumulation and Social Reproduction in Capitalist Economies","year":2025,"lang":"en","type":"review","venue":"Community Health Equity Research & Policy","topic":"Employment and Welfare Studies","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":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Reproduction; Social reproduction; Capitalism; Economics; Equity (law); Capital accumulation; Capital (architecture); Social capital; Economic system; Development economics; Market economy; Political science; Sociology; Social science; Human capital; Geography; Biology; Politics; Ecology","score_opus":0.6342573567917924,"score_gpt":0.6730002957808693,"score_spread":0.03874293898907688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413617365","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":[0.21699266,0.7313149,0.000002288323,0.036406916,0.00032430427,0.012608666,0.00093681697,0.0001465562,0.0012669178],"genre_scores_gemma":[0.1894273,0.80721307,0.00001818933,0.0002698808,0.000864976,0.0009232765,0.0011656479,0.000054060245,0.00006362769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96774125,0.025685934,0.0032022235,0.0007051404,0.0006053288,0.0020601247],"domain_scores_gemma":[0.9914978,0.005212966,0.0013105576,0.0011479589,0.00046547505,0.0003652262],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03188635,0.00047335943,0.0031202098,0.0020397943,0.006704626,0.00006869145,0.0008717993,0.0005794429,0.000009931853],"category_scores_gemma":[0.0043650004,0.0004971712,0.00018724169,0.0017389962,0.0006378936,0.0007446821,0.003641617,0.009337331,0.0000071175023],"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":true,"study_design_scores_codex":[0.000117778545,0.00039952464,0.011431333,0.105948,0.00006196616,6.055747e-7,0.07827404,5.50743e-7,1.01887764e-7,0.0073310025,0.00038993853,0.7960452],"study_design_scores_gemma":[0.02457986,0.008442447,0.37109512,0.21957728,0.00024555766,0.0000065894014,0.100919835,0.000050764782,7.7849245e-7,0.057636503,0.2149599,0.002485355],"about_ca_topic_score_codex":0.3258744,"about_ca_topic_score_gemma":0.16181016,"teacher_disagreement_score":0.7935598,"about_ca_system_score_codex":0.010579755,"about_ca_system_score_gemma":0.015292454,"threshold_uncertainty_score":0.999748},"labels":[],"label_agreement":null},{"id":"W4413749484","doi":"10.1177/2752535x251371127","title":"An Integrated Methodological Approach to Address Immigrants’ Complex Health Issues: Lessons From the CAN-HEAL Study","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; McMaster University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Engineering ethics; Sociology; Psychology; Data science; Management science; Computer science; Political science; Engineering","score_opus":0.7890333452647705,"score_gpt":0.6951227164732526,"score_spread":0.0939106287915179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413749484","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":[0.18038726,0.00094533793,0.0005750085,0.796707,0.00027237882,0.0079038255,0.0006500938,0.00028459536,0.012274521],"genre_scores_gemma":[0.89640296,0.0012516238,0.0018513259,0.09844715,0.0005663449,0.0005928652,0.00021039174,0.000027944492,0.00064936734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8990608,0.094205275,0.0010590932,0.00060557533,0.0017990686,0.0032702107],"domain_scores_gemma":[0.9831577,0.0109113995,0.00020363023,0.0025558744,0.0008048229,0.00236656],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07047601,0.0003410152,0.0011375311,0.00054470066,0.01791247,0.00067151914,0.00520004,0.00025758115,0.00009724815],"category_scores_gemma":[0.015087218,0.00025672273,0.00013378722,0.0038765776,0.0014459257,0.00019202431,0.0022536875,0.0048289374,0.000030046289],"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":true,"study_design_scores_codex":[0.0018130698,0.00644673,0.016460884,0.0005511279,0.00010117792,0.0000022347615,0.49885425,0.000022573693,0.0000020337102,0.16921012,0.16507462,0.14146116],"study_design_scores_gemma":[0.0027161664,0.0018394571,0.3182827,0.00019554715,0.0000054716534,3.206318e-7,0.51419145,0.00006212001,6.479641e-7,0.008101432,0.15438257,0.00022210862],"about_ca_topic_score_codex":0.99199224,"about_ca_topic_score_gemma":0.89884955,"teacher_disagreement_score":0.71601576,"about_ca_system_score_codex":0.0040988405,"about_ca_system_score_gemma":0.021049414,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W4414782709","doi":"10.1177/2752535x251384522","title":"What Made the COVID-19 Pandemic Experience Worse in Communities in Northern Nigeria: Fuzzy Cognitive Mapping of Community Perceptions","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Cognitive Science and Mapping","field":"Computer Science","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":"Pandemic; Perception; Cognition; Fuzzy cognitive map; Cognitive map; Mental health","score_opus":0.4110802810887845,"score_gpt":0.5441352675070874,"score_spread":0.13305498641830288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414782709","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":[0.95641965,0.0006189113,0.004514869,0.031600498,0.00015293153,0.0017644293,0.00002048351,0.00010056558,0.004807662],"genre_scores_gemma":[0.98475003,0.0031886075,0.000108567816,0.011286555,0.00002881062,0.00046513375,0.000025781375,0.00001101534,0.00013551945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9710659,0.025048103,0.0010103892,0.00028324657,0.0009502109,0.00164216],"domain_scores_gemma":[0.98169374,0.013683357,0.00027155626,0.002969704,0.000882349,0.0004992945],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.029568829,0.00028648676,0.00059477554,0.0023274627,0.005466,0.00057514774,0.0067536593,0.00015909439,0.000014937],"category_scores_gemma":[0.0082376115,0.0002627771,0.000113153736,0.007604711,0.0034307986,0.0016582086,0.010282348,0.006193559,0.000017117874],"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":[0.00028278126,0.0011425707,0.09882181,0.0005299299,0.000016658398,0.0000037064374,0.8028055,0.000059796355,0.0001489177,0.00874822,0.00015956744,0.08728058],"study_design_scores_gemma":[0.0035269721,0.0004080138,0.14826432,0.0013685927,0.0000014125527,0.000012022309,0.8016825,0.0003363429,0.000012454941,0.043285944,0.0008669017,0.00023451612],"about_ca_topic_score_codex":0.34071004,"about_ca_topic_score_gemma":0.64305043,"teacher_disagreement_score":0.30234036,"about_ca_system_score_codex":0.0026527175,"about_ca_system_score_gemma":0.0072392025,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4414855743","doi":"10.1177/2752535x251384511","title":"Experience of the COVID-19 Pandemic in Rural Nigeria: A Scoping Review of the Literature Contextualized With Local Knowledge Using Fuzzy Cognitive Mapping","year":2025,"lang":"en","type":"review","venue":"Community Health Equity Research & Policy","topic":"COVID-19 Pandemic Impacts","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":"McGill University","funders":"","keywords":"Stakeholder; Pandemic; Mental health; Rural area; Cognition; Narrative; Stakeholder engagement; MEDLINE","score_opus":0.5120619393428782,"score_gpt":0.5735394937930924,"score_spread":0.06147755445021419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414855743","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":[0.00075056695,0.985485,0.00021250025,0.0010414259,0.00013078889,0.009926962,0.00063165417,0.000017841288,0.0018032634],"genre_scores_gemma":[0.0125830555,0.98341,0.000018882256,0.003055791,0.000066498535,0.00064552634,0.0000406082,0.000043599008,0.0001360386],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9853639,0.009627937,0.0028653243,0.00048810864,0.0003578404,0.0012969122],"domain_scores_gemma":[0.98535424,0.008616066,0.00248252,0.0025525338,0.0005550938,0.00043953815],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019419603,0.0005163543,0.0038231146,0.0014211704,0.0013543312,0.00011038751,0.0032334877,0.00044569254,0.00003364429],"category_scores_gemma":[0.040956024,0.00036510866,0.00055977964,0.007999576,0.0022586584,0.00020831809,0.0044888924,0.004883241,0.000005812329],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002458134,0.00029686798,0.0013000589,0.88449824,0.00010022532,0.0000015251596,0.034054182,0.0000022596575,3.012689e-7,0.0029619401,0.00013183792,0.07640677],"study_design_scores_gemma":[0.0031160926,0.00019879892,0.00007649731,0.9634612,0.000022158289,0.000037230053,0.0023882897,0.000007864582,4.271422e-7,0.0012151831,0.029150551,0.00032571467],"about_ca_topic_score_codex":0.04688185,"about_ca_topic_score_gemma":0.010028259,"teacher_disagreement_score":0.078962974,"about_ca_system_score_codex":0.0064308904,"about_ca_system_score_gemma":0.03727072,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W4415254141","doi":"10.1177/2752535x251388603","title":"Uncovering HIV Vulnerabilities Beyond the Usual Layers: Practices of Masculinity and HIV Risk Among Heterosexual Black Men in London, Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Western University; The Scarborough Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Masculinity; Thematic analysis; Focus group; Construct (python library); Psychological resilience; Vulnerability (computing); Human immunodeficiency virus (HIV); Leverage (statistics); Men who have sex with men","score_opus":0.14574195555825217,"score_gpt":0.4768135220864584,"score_spread":0.33107156652820624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415254141","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":[0.92155325,0.00043424874,0.0000024198498,0.053656437,0.00006490892,0.00087564794,0.000058664136,0.000014072581,0.023340326],"genre_scores_gemma":[0.9937882,0.002342326,0.00001754178,0.00045592693,0.00008324147,0.00004720648,0.000007908235,0.00000759723,0.0032500837],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9881791,0.008916889,0.0005434004,0.00023790356,0.001079777,0.0010429136],"domain_scores_gemma":[0.9953318,0.0028595077,0.00035960966,0.00075755175,0.00042892696,0.0002625881],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017827831,0.00015783138,0.00041802248,0.00027696852,0.0048100236,0.00026627805,0.0011081503,0.000095658776,0.0000168917],"category_scores_gemma":[0.0094139865,0.00013905477,0.000048864138,0.0008753682,0.0014737473,0.0004148145,0.0024817945,0.0026172658,0.000001613206],"study_design_candidate":"observational","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":[0.00035980326,0.0002916325,0.72034395,0.0005013893,0.00008381609,0.0000012771811,0.24473928,0.00009185153,0.000001921416,0.0029417917,0.028915321,0.0017279853],"study_design_scores_gemma":[0.0018762297,0.00024814118,0.44055137,0.0000785004,0.000007369637,1.6719373e-7,0.5305006,0.000032348187,0.0000071798,0.014207875,0.012369138,0.000121060446],"about_ca_topic_score_codex":0.999892,"about_ca_topic_score_gemma":0.9999662,"teacher_disagreement_score":0.28576133,"about_ca_system_score_codex":0.0033628647,"about_ca_system_score_gemma":0.014902675,"threshold_uncertainty_score":0.99968374},"labels":[],"label_agreement":null},{"id":"W4415957861","doi":"10.1177/2752535x251395360","title":"From Power Over to Power With: The PARTNER Tool for Transformation in Participatory Health Research","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Participatory Visual Research Methods","field":"Social Sciences","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":"South Health Campus; University of Calgary","funders":"","keywords":"Reflexivity; Power (physics); Performative utterance; Transformative learning; Citizen journalism; Participatory action research; Equity (law); Perspective (graphical)","score_opus":0.8880924485925795,"score_gpt":0.782746196341437,"score_spread":0.10534625225114247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415957861","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":[0.71098906,0.00031704176,0.00093916245,0.2633598,0.0001009911,0.007575936,0.00009825277,0.00007517335,0.016544593],"genre_scores_gemma":[0.9864105,0.00017497763,0.00035232655,0.008545868,0.00018634634,0.0032025229,0.000017115532,0.000034929835,0.0010754312],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9099663,0.07853364,0.0010884705,0.0005872112,0.0043251435,0.0054992214],"domain_scores_gemma":[0.97511333,0.019788263,0.00011872048,0.0019168332,0.0015740597,0.0014887978],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.17973424,0.0002363842,0.00058355636,0.0015382656,0.009205962,0.00052491395,0.002601177,0.00022054529,0.00015727805],"category_scores_gemma":[0.029520959,0.00019042716,0.00010673903,0.006041521,0.0025329571,0.0005542899,0.0012328249,0.0044117584,0.000082930615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0082882745,0.0017606254,0.00242271,0.00041260163,0.000065034445,0.0000023607263,0.58394086,0.000027757245,0.00013587683,0.26975146,0.08178748,0.051404975],"study_design_scores_gemma":[0.0097924685,0.0073903515,0.07415983,0.0008793325,0.0000047541466,1.956799e-7,0.14990836,0.00015331738,0.00020465258,0.07766638,0.67939496,0.00044535825],"about_ca_topic_score_codex":0.3292588,"about_ca_topic_score_gemma":0.30102894,"teacher_disagreement_score":0.5976075,"about_ca_system_score_codex":0.0065457374,"about_ca_system_score_gemma":0.028046565,"threshold_uncertainty_score":0.9978851},"labels":[],"label_agreement":null},{"id":"W4416431759","doi":"10.1177/2752535x251395358","title":"That’s Where Our Humanness Lies”: How Families Leverage Social Capital to Access Antenatal Care in Rural, Eastern Zimbabwe","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Metropolitan University; McGill University","funders":"Fonds de Recherche du Québec-Société et Culture; International Development Research Centre","keywords":"Social capital; Focus group; Qualitative research; Reciprocity (cultural anthropology); Grounded theory; Health care; Sociocultural evolution; Leverage (statistics)","score_opus":0.21904465402453097,"score_gpt":0.5377443525773205,"score_spread":0.31869969855278946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416431759","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":[0.8169232,0.0011174558,0.0000046505957,0.17220902,0.00019165833,0.0018913221,0.00017118567,0.00009161987,0.0073998705],"genre_scores_gemma":[0.9857619,0.0012477002,0.000017350783,0.009605578,0.0004897633,0.00013697971,0.00010427985,0.000034267465,0.0026021923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99377245,0.0021798173,0.00049596315,0.00034520385,0.0011715452,0.002035033],"domain_scores_gemma":[0.9971294,0.00017658017,0.00010385258,0.0010202073,0.0007270411,0.00084296777],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024076519,0.0003353882,0.0008321073,0.0012504084,0.0022429982,0.00036731065,0.0017150646,0.00023361447,0.00001593476],"category_scores_gemma":[0.0006117432,0.00031120423,0.00013457131,0.0015889552,0.00024698,0.00034952615,0.0043818657,0.0034917174,0.00006578468],"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":[0.024358412,0.0038453755,0.4123333,0.037048966,0.0002115184,0.00032515245,0.25146827,0.0000073813117,0.00017003951,0.013239729,0.09848448,0.15850738],"study_design_scores_gemma":[0.014204731,0.0029719237,0.6915112,0.0032244914,0.000010275283,0.000027548736,0.27522036,0.000011493963,0.00006668446,0.0025516932,0.009834813,0.0003647396],"about_ca_topic_score_codex":0.3480964,"about_ca_topic_score_gemma":0.16698404,"teacher_disagreement_score":0.27917793,"about_ca_system_score_codex":0.0031435944,"about_ca_system_score_gemma":0.0046475483,"threshold_uncertainty_score":0.999934},"labels":[],"label_agreement":null},{"id":"W4416752575","doi":"10.1177/2752535x251404211","title":"Community Members’ Perspectives on Men’s Risk and Protective Health Factors: A Community-Based Participatory Research Study","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Gender Roles and Identity Studies","field":"Social Sciences","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":"Reach Technologies (Canada)","funders":"National Institute on Minority Health and Health Disparities","keywords":"Thematic analysis; Community-based participatory research; Mental health; Participatory action research; Focus group; Public health; Social determinants of health; Health care; Citizen journalism","score_opus":0.6348682482587752,"score_gpt":0.6270292935794113,"score_spread":0.007838954679363908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416752575","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":[0.90155256,0.0008539123,0.000019134994,0.07109302,0.0000744594,0.007448269,0.0001129042,0.00020713366,0.018638592],"genre_scores_gemma":[0.99525225,0.001715339,0.00002759874,0.0012209634,0.00012365593,0.001020271,0.0000178798,0.000038502705,0.00058353227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7776061,0.21604429,0.00073263136,0.000429354,0.0025215775,0.0026660366],"domain_scores_gemma":[0.98351306,0.009466973,0.00031191812,0.0031065699,0.0023666886,0.0012348217],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.14827725,0.00041630125,0.0009888174,0.0022205159,0.0809028,0.00079646456,0.0030753796,0.00023893765,0.000017215856],"category_scores_gemma":[0.026273765,0.00041455214,0.00015370037,0.004212948,0.0037813764,0.0003506355,0.005826116,0.020253226,0.00002518982],"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":true,"study_design_scores_codex":[0.0015751736,0.010076725,0.019415528,0.00073267013,0.00017859522,9.998444e-7,0.9404729,0.000007651819,0.000002079728,0.00934957,0.01291778,0.0052703535],"study_design_scores_gemma":[0.0041789263,0.008134795,0.10957495,0.0002894288,0.000009164083,1.060447e-7,0.85393,0.000014414606,0.000005949114,0.01882919,0.004823361,0.00020973175],"about_ca_topic_score_codex":0.9634358,"about_ca_topic_score_gemma":0.8064384,"teacher_disagreement_score":0.20657732,"about_ca_system_score_codex":0.00932233,"about_ca_system_score_gemma":0.012670969,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W4416753112","doi":"10.1177/2752535x251400396","title":"Exploring End-of-Life Perspectives in Structurally Vulnerable Populations: A Qualitative Focus Group Study","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Palliative Care and End-of-Life Issues","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":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"","keywords":"Palliative care; Focus group; Thematic analysis; Psychological intervention; Advance care planning; Qualitative research; Health care; Intervention (counseling)","score_opus":0.8467644738795719,"score_gpt":0.6860603812599753,"score_spread":0.16070409261959662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416753112","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":[0.97750384,0.0047554905,0.00006323969,0.008297104,0.00005866692,0.0021182753,0.00003805907,0.00004130127,0.007124003],"genre_scores_gemma":[0.9959744,0.002122001,0.0011253107,0.00019857418,0.00008360973,0.00029379674,0.00003064147,0.000018982764,0.00015268262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98710114,0.009921742,0.0009530883,0.0002779197,0.00092684285,0.0008192482],"domain_scores_gemma":[0.99326044,0.004004302,0.00021041902,0.0011176564,0.0010565314,0.00035063864],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010993029,0.0002049481,0.0009102076,0.00184133,0.00077942986,0.000027590859,0.0005930822,0.000076535325,0.00003521797],"category_scores_gemma":[0.020697994,0.00019469223,0.000108625165,0.0029065767,0.00057834806,0.00031628946,0.0009412173,0.0025254926,0.0000036289734],"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":[0.0052837105,0.0034391219,0.053515125,0.0019413752,0.00019141499,0.0000056493636,0.8114883,0.00001417383,0.00015321314,0.09418798,0.0003089092,0.029471077],"study_design_scores_gemma":[0.011669785,0.0046765953,0.1284201,0.0020049326,0.000013192404,6.537536e-7,0.8269259,0.00003145294,0.0001277177,0.025585022,0.00040760907,0.0001370546],"about_ca_topic_score_codex":0.3699936,"about_ca_topic_score_gemma":0.05664356,"teacher_disagreement_score":0.31335002,"about_ca_system_score_codex":0.0017850131,"about_ca_system_score_gemma":0.0037517408,"threshold_uncertainty_score":0.9997757},"labels":[],"label_agreement":null}]}