{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":75,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":75,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a26383ec9113","filters":{"venue":"Health Services Insights"}},"results":[{"id":"W2600660804","doi":"10.1177/1178632917694350","title":"Mental Health Service Provision in Low- and Middle-Income Countries","year":2017,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":826,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Low and middle income countries; Legislation; Service (business); Public relations; Politics; Business; Population; Resource (disambiguation); Political science; Economic growth; Medicine; Developing country; Marketing; Environmental health; Psychiatry; Economics","authors":[{"name":"Shanaya Rathod","is_ca":false},{"name":"Narsimha R. Pinninti","is_ca":false},{"name":"Muhammad Irfan","is_ca":false},{"name":"Paul Gorczynski","is_ca":false},{"name":"Pranay Rathod","is_ca":false},{"name":"Lina Gega","is_ca":false},{"name":"Farooq Naeem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09202788790952414,"gpt":0.4537760333516621,"spread":0.361748145442138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007701198,0.0009624922,0.003307892,0.0006148365,0.001497355,0.0002201732,0.0009218755,0.0005892045,0.000203239],"category_scores_gemma":[0.000001679069,0.000748224,0.0001601567,0.000401855,0.00008882145,0.0004831579,0.0003767939,0.0007363263,0.000734928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009443165,"about_ca_system_score_gemma":0.0007802469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0165138,"about_ca_topic_score_gemma":0.02629861,"domain_scores_codex":[0.9938585,0.0008678865,0.002139217,0.001339889,0.0004840683,0.001310414],"domain_scores_gemma":[0.9952239,0.0001793012,0.002538481,0.001273391,0.00006280416,0.0007220577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009075101,0.0003175014,0.0001843908,0.5328083,0.00008599283,0.00005916478,0.01346452,2.811716e-8,8.780601e-10,0.0008402846,0.0001412384,0.4520078],"study_design_scores_gemma":[0.001212968,0.000333372,0.0007168896,0.1856015,0.00003505054,0.00006579368,0.0003950711,0.000007427014,2.879214e-8,0.00007281436,0.8111221,0.0004370015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001333671,0.9864253,2.015687e-7,0.001760495,0.002397668,0.006105456,0.0002733187,0.0001143831,0.001589512],"genre_scores_gemma":[0.0004244738,0.9904858,0.00006361661,0.006062101,0.0003454807,0.0005951442,0.001061478,0.0001218473,0.0008400657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8109809,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621866333","doi":"10.1177/1178632917710533","title":"Marketization in Long-Term Care: A Cross-Country Comparison of Large For-Profit Nursing Home Chains","year":2017,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"Barts and The London School of Medicine and Dentistry","keywords":"Business; Marketization; Revenue; Tax revenue; Public economics; Finance; China; Economics","authors":[{"name":"Charlene Harrington","is_ca":false},{"name":"Frode F. Jacobsen","is_ca":false},{"name":"Justin Panos","is_ca":true},{"name":"Allyson M Pollock","is_ca":false},{"name":"Shailen Sutaria","is_ca":false},{"name":"Marta Szebehely","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03569457650109147,"gpt":0.473341523422723,"spread":0.4376469469216315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005892653,0.000235217,0.0007216119,0.0002657084,0.002395704,0.00005645476,0.0004750547,0.0003607864,0.00004087288],"category_scores_gemma":[0.00002734494,0.0002233322,0.00007892847,0.00021569,0.00009047428,0.0003761958,0.00009580189,0.000404511,0.00001524708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417563,"about_ca_system_score_gemma":0.0005704271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159682,"about_ca_topic_score_gemma":0.02112575,"domain_scores_codex":[0.9970915,0.0002494688,0.001066875,0.00043193,0.0003283067,0.0008319465],"domain_scores_gemma":[0.9970582,0.000208387,0.001313725,0.0008164216,0.0004216601,0.0001815821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003753185,0.00008373642,0.8846189,0.01112672,0.00001074001,0.000001939888,0.09829827,0.000005779686,0.00002059881,0.001644759,0.0003347366,0.003478436],"study_design_scores_gemma":[0.002738683,0.0001619523,0.9788753,0.004451167,0.00001821098,5.756696e-7,0.01132906,0.0006234865,0.00004349682,0.0003352749,0.001218466,0.0002042741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843987,0.007059978,0.0003637417,0.0006714666,0.003398251,0.001904387,0.0001096958,0.00007443467,0.002019391],"genre_scores_gemma":[0.9976959,0.000326989,0.0001985111,0.0004755127,0.0004816381,0.0001152446,0.0004409583,0.00004491469,0.0002203522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09425639,"threshold_uncertainty_score":0.998903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339373858","doi":"10.4137/hsi.s38994","title":"Article Commentary: The Need for Higher Minimum Staffing Standards in U.S. Nursing Homes","year":2016,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Nursing; Business; Payment; Enforcement; Incentive; Nursing homes; Politics; Quality (philosophy); Medicine; Political science; Economics; Finance","authors":[{"name":"Charlene Harrington","is_ca":false},{"name":"John F. Schnelle","is_ca":false},{"name":"Margaret J. McGregor","is_ca":true},{"name":"Sandra F. Simmons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02562413321053756,"gpt":0.4007669930342555,"spread":0.3751428598237179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172472,0.000206645,0.0004041089,0.0001614517,0.001139564,0.0000232218,0.0002772053,0.0001460502,0.0001705986],"category_scores_gemma":[0.00001817429,0.0001139414,0.00007177381,0.0003857095,0.00007373904,0.0002406134,0.00005889911,0.0002482244,0.00003237868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009784271,"about_ca_system_score_gemma":0.0004108777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461024,"about_ca_topic_score_gemma":0.004256149,"domain_scores_codex":[0.9970207,0.0006327759,0.000725854,0.0003366272,0.0003747059,0.0009092893],"domain_scores_gemma":[0.9975507,0.00131101,0.000301999,0.0004393017,0.0002035607,0.0001934234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004073924,0.0008419581,0.03860236,0.004756749,0.0001072054,0.00001186791,0.2688146,0.00001190505,0.001617087,0.02169936,0.5185589,0.1409041],"study_design_scores_gemma":[0.008093664,0.0005543189,0.09062002,0.006581813,0.00004068714,0.000001456475,0.0498548,0.0001589497,0.0002214952,0.02058382,0.8228355,0.0004534876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8222563,0.004491882,0.0002978458,0.1635458,0.00413977,0.002409451,0.0001354207,0.0001819781,0.002541498],"genre_scores_gemma":[0.9823405,0.0003079984,0.000287941,0.01565781,0.000766492,0.0001956201,0.00002401001,0.00004384063,0.0003758029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3042766,"threshold_uncertainty_score":0.8764717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003859748","doi":"10.1177/1178632920902141","title":"“Managing the Wait”: Parents’ Experiences in Accessing Diagnostic and Treatment Services for Children and Adolescents Diagnosed With Autism Spectrum Disorder","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Family and Disability Support Research","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Autism spectrum disorder; Grounded theory; Qualitative research; Psychology; Socioeconomic status; Child and adolescent psychiatry; Autism; Medicine; Psychiatry; Clinical psychology; Population","authors":[{"name":"Joanne Smith-Young","is_ca":true},{"name":"Roger Chafe","is_ca":true},{"name":"Rick Audas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0276888973101172,"gpt":0.3320670216103483,"spread":0.3043781243002311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385678,0.0002589821,0.0003406747,0.0000757605,0.0005093528,0.0001567163,0.0002732501,0.00007301258,0.00003253428],"category_scores_gemma":[0.000004898704,0.0001582016,0.00002784138,0.0002828051,0.0001586668,0.0002788292,0.0001135393,0.0001476509,0.00000640751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004658783,"about_ca_system_score_gemma":0.00005246242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02340988,"about_ca_topic_score_gemma":0.04051411,"domain_scores_codex":[0.9979923,0.0002098462,0.0003453124,0.0006735359,0.0002097448,0.0005691993],"domain_scores_gemma":[0.9988639,0.0004322781,0.000127301,0.0002806976,0.00001235298,0.0002834976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002220609,0.0002382146,0.7971519,0.0005849368,0.0000304862,0.00001387614,0.1933556,0.000008460673,4.878772e-7,0.0002049405,0.0000104732,0.008178599],"study_design_scores_gemma":[0.002232245,0.0007132685,0.9106849,0.0003888537,0.00001542727,0.000005720977,0.08411306,0.0006692764,0.000004137156,0.0005065799,0.0004893085,0.0001772276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843786,0.00663919,0.00002140379,0.006942912,0.0001042124,0.001758288,0.00001707102,0.00004861678,0.00008973992],"genre_scores_gemma":[0.9951355,0.0006061744,0.00003464139,0.003520487,0.00008251664,0.0005383773,0.00005510779,0.00002090296,0.000006247383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113533,"threshold_uncertainty_score":0.9830933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185338638","doi":"10.1177/11786329211033267","title":"Factors Influencing the Implementation of Patient Navigation Programs for Adults with Complex Needs: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Multidisciplinary approach; Workflow; Process management; Grey literature; Inclusion (mineral); Health care; Knowledge management; Nursing; Computer science; MEDLINE; Medical education; Medicine; Psychology; Business; Political science","authors":[{"name":"Kristina M. Kokorelias","is_ca":true},{"name":"Jessica E. Shiers-Hanley","is_ca":true},{"name":"Jorge Rios","is_ca":true},{"name":"Amanda Knoepfli","is_ca":true},{"name":"Sander L. Hitzig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.338298380285063,"gpt":0.6103757777982759,"spread":0.2720773975132129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570362,0.000452643,0.001930409,0.0002061108,0.001248794,0.00003124559,0.0007122041,0.000212424,0.000058596],"category_scores_gemma":[0.00007011162,0.0002140575,0.0003089873,0.002840675,0.0001035195,0.0002993788,0.0002323925,0.0006505823,0.000002170844],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441962,"about_ca_system_score_gemma":0.006992928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301373,"about_ca_topic_score_gemma":0.003302611,"domain_scores_codex":[0.9906504,0.003168535,0.00402089,0.0004645785,0.000960496,0.0007351019],"domain_scores_gemma":[0.9876113,0.001738607,0.007956747,0.0009251956,0.001565534,0.0002026221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004376444,0.00001379692,0.0002267502,0.8036709,0.00002900965,1.032477e-7,0.1172579,2.612992e-7,6.616723e-8,0.0001306113,0.0000909893,0.07857513],"study_design_scores_gemma":[0.0003040888,0.0001688722,0.0001392805,0.7190468,0.00009426306,0.000001830637,0.02401735,0.000001517024,0.000001831641,0.000008315216,0.2560833,0.0001325057],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00550033,0.9679709,0.00001086331,0.0006355472,0.0004177675,0.02499512,0.0004128047,0.00003055316,0.00002609672],"genre_scores_gemma":[0.001079072,0.9826121,0.0003092113,0.01094802,0.0001282104,0.003162157,0.001701027,0.00005410396,0.000006037664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2559924,"threshold_uncertainty_score":0.9986365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915285122","doi":"10.1177/1178632919827930","title":"Resource Intensity for Children and Youth: The Development of an Algorithm to Identify High Service Users in Children’s Mental Health","year":2019,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Western University","funders":"Cancer Prevention and Research Institute of Texas","keywords":"Mental health; Service (business); Resource (disambiguation); Sample (material); Resource allocation; Computer science; Psychology; Nursing; Medical education; Medicine; Psychiatry; Business","authors":[{"name":"Shannon L. Stewart","is_ca":true},{"name":"Jeff Poss","is_ca":true},{"name":"Elizabeth Thornley","is_ca":true},{"name":"John P. Hirdes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01531373780217161,"gpt":0.3109684134019041,"spread":0.2956546755997325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004884312,0.0002264937,0.0005821673,0.0001554134,0.0003366303,0.00001223381,0.0002015669,0.0000685784,0.000006455295],"category_scores_gemma":[0.00000381815,0.0001611283,0.00004061876,0.0003513672,0.00002730532,0.000123251,0.0001881651,0.0001772787,0.000006753655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420272,"about_ca_system_score_gemma":0.0002071026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007990283,"about_ca_topic_score_gemma":0.01128743,"domain_scores_codex":[0.9980714,0.00008415275,0.0006750262,0.0004563233,0.0003011226,0.0004119478],"domain_scores_gemma":[0.9989482,0.00002647502,0.0002401184,0.0003662559,0.0001637659,0.0002551538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00105775,0.0006886581,0.139311,0.003131868,0.0005666639,9.702112e-7,0.8146176,0.00002055359,0.0001757572,0.0001901041,0.001601282,0.03863779],"study_design_scores_gemma":[0.001787445,0.0005765833,0.9730735,0.0007939754,0.00002126875,0.00001401065,0.02161946,0.00009501549,0.0002653452,0.00003298479,0.001543179,0.000177231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885786,0.002251253,0.00001835456,0.005993722,0.000251476,0.002672788,0.0001723216,0.00003542897,0.00002603793],"genre_scores_gemma":[0.9684681,0.0003014039,0.005156719,0.02485679,0.0001280473,0.00003445518,0.001001344,0.00003131257,0.00002183412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8337625,"threshold_uncertainty_score":0.9986156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213457907","doi":"10.1177/11786329221078803","title":"“I Know How to Advocate”: Parents’ Experiences in Advocating for Children and Youth Diagnosed With Autism Spectrum Disorder","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Family and Disability Support Research","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Autism spectrum disorder; Psychology; Autism; Developmental psychology; Psychiatry","authors":[{"name":"Joanne Smith-Young","is_ca":true},{"name":"Roger Chafe","is_ca":true},{"name":"Rick Audas","is_ca":true},{"name":"Diana L. Gustafson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02322512467601887,"gpt":0.3244124259782863,"spread":0.3011873013022675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294248,0.0002151021,0.0003336041,0.0002225232,0.0006334009,0.0000610745,0.0003703622,0.00005660576,0.0002123791],"category_scores_gemma":[0.000009114979,0.0001818512,0.00003225336,0.0005874385,0.00008237236,0.0001583583,0.0002152965,0.0002670917,0.000009816809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014399,"about_ca_system_score_gemma":0.0001727909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02252762,"about_ca_topic_score_gemma":0.02835212,"domain_scores_codex":[0.9975057,0.0003186133,0.0003317816,0.0007517649,0.0003442897,0.0007478799],"domain_scores_gemma":[0.9989371,0.000189809,0.0001228898,0.0004310316,0.00001840985,0.0003007107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003962017,0.0005381584,0.4127121,0.0002133871,0.00002332399,0.000008089653,0.5796289,0.00003873581,0.000001371855,0.001445051,0.0001682294,0.004826408],"study_design_scores_gemma":[0.001396087,0.001313061,0.4816086,0.00006307227,0.000004285928,0.000008000734,0.5131779,0.00006353384,0.000004160594,0.0002942091,0.001855039,0.0002121401],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902558,0.002711769,0.00004226672,0.004217812,0.0002858246,0.001992522,0.00007978367,0.00006175481,0.0003524778],"genre_scores_gemma":[0.9949092,0.00003771357,0.0001741258,0.002423364,0.00005877266,0.001982897,0.000252268,0.00003005851,0.0001315464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06889648,"threshold_uncertainty_score":0.9893779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125476742","doi":"10.1177/1178632921989734","title":"Impact of Poor Oral Health on Community-Dwelling Seniors: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Gerontology; Geriatrics; Health care; Population; Cohort study; Oral health; Family medicine; Environmental health; Psychological intervention; Nursing; Psychiatry","authors":[{"name":"Rana Badewy","is_ca":true},{"name":"Harkirat Singh","is_ca":true},{"name":"Carlos Quiñonez","is_ca":true},{"name":"Sonica Singhal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1133980338927241,"gpt":0.4830169269154745,"spread":0.3696188930227504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001723266,0.0008743521,0.005697464,0.0004393109,0.0007718504,0.00008505802,0.0008254636,0.0004570695,0.0002552255],"category_scores_gemma":[0.00004143542,0.0007065526,0.001157705,0.001572374,0.00004955671,0.0002254086,0.0002590951,0.001678547,0.0003049166],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302072,"about_ca_system_score_gemma":0.005691471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019114,"about_ca_topic_score_gemma":0.0171144,"domain_scores_codex":[0.9887456,0.005215399,0.003471008,0.0007090257,0.0008861377,0.0009728727],"domain_scores_gemma":[0.9930049,0.0005848307,0.003672603,0.001561042,0.0003513133,0.0008252882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008327812,0.0002026947,0.000009170795,0.6568522,0.00006931726,0.00001949797,0.0002823875,0.000002127806,5.330698e-9,0.00005346827,0.00077475,0.3417261],"study_design_scores_gemma":[0.0002493143,0.0005771344,0.00003867137,0.7747198,0.0001296084,0.0001416716,0.000152634,0.00001359547,1.381102e-7,0.00001021571,0.2236252,0.0003420027],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001605936,0.9935113,0.00001943668,0.00003043529,0.001220906,0.004227083,0.000252572,0.0001361381,0.0004415044],"genre_scores_gemma":[0.0001114709,0.9873053,0.0001121354,0.007642596,0.0002322205,0.0001224031,0.004239658,0.0001444706,0.00008968536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3413841,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196760489","doi":"10.1177/11786329211040689","title":"Patient satisfaction towards health care services provided in Ethiopian health institutions: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CINAHL; Meta-analysis; Cochrane Library; Family medicine; Medicine; Health care; Patient satisfaction; MEDLINE; Guideline; Inclusion (mineral); Nursing; Psychology; Psychological intervention","authors":[{"name":"Henok Biresaw","is_ca":false},{"name":"Henok Mulugeta","is_ca":false},{"name":"Aklilu Endalamaw","is_ca":false},{"name":"Nurhusien Nuru Yesuf","is_ca":false},{"name":"Yibeltal Alemu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1859107612467137,"gpt":0.4977622562238207,"spread":0.311851494977107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00312659,0.001850108,0.02384812,0.002453369,0.003393759,0.00009917838,0.0006032895,0.001245128,0.000289024],"category_scores_gemma":[0.0001079037,0.001411392,0.002018433,0.005735564,0.00007944566,0.0007536578,0.0005895745,0.003843129,0.0001531259],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007787705,"about_ca_system_score_gemma":0.02024169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1134532,"about_ca_topic_score_gemma":0.3442384,"domain_scores_codex":[0.9594865,0.02298381,0.01121205,0.002527104,0.001677835,0.002112645],"domain_scores_gemma":[0.9809641,0.001032588,0.01248269,0.002766778,0.001092079,0.001661785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004358898,0.00004716915,0.0001398756,0.9447717,0.01166353,0.00001031056,0.03182067,0.000004539731,4.992686e-10,0.0006481171,0.0001318371,0.01075786],"study_design_scores_gemma":[0.0004223289,0.00036572,0.0004345144,0.6133284,0.1062769,0.00002850912,0.01383545,0.00001203916,6.287303e-9,0.00003030835,0.2642477,0.001018167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001307491,0.9565515,0.00001861851,0.006189805,0.0009951399,0.03428861,0.001452371,0.0003428598,0.000148023],"genre_scores_gemma":[0.0002411468,0.9192874,0.0005986409,0.06277714,0.0001048432,0.01332393,0.003425356,0.0001665738,0.00007493256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3314433,"threshold_uncertainty_score":0.9994243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206695261","doi":"10.1177/11786329211068916","title":"Exploring the Role of Social Networks in Facilitating Health Service Access Among Low-Income Women in the Philippines: A Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University of Waterloo","funders":"","keywords":"Health care; Poverty; Social determinants of health; Business; Qualitative research; Nursing; Health equity; Economic growth; Environmental health; Medicine; Sociology; Economics","authors":[{"name":"Kathy Luu","is_ca":true},{"name":"Laura Jane Brubacher","is_ca":true},{"name":"Lincoln Lau","is_ca":true},{"name":"Jennifer A. Liu","is_ca":true},{"name":"Warren Dodd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05317157095918221,"gpt":0.367756616458759,"spread":0.3145850454995768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003671994,0.0002450479,0.0007640653,0.0002224691,0.0008960993,0.0000336442,0.0007151542,0.00003314336,0.00003194882],"category_scores_gemma":[0.00001010775,0.0001557725,0.00005658213,0.001823746,0.00004479449,0.0003191209,0.0003924067,0.0008739856,0.000002482876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007967211,"about_ca_system_score_gemma":0.0003957385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06268999,"about_ca_topic_score_gemma":0.03870767,"domain_scores_codex":[0.9940066,0.002724966,0.001185378,0.000401883,0.000806357,0.0008748201],"domain_scores_gemma":[0.9983729,0.0003994723,0.000576558,0.0003688542,0.00009671445,0.0001855432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003344138,0.0006731247,0.06203291,0.002098595,0.00002680297,0.00001303586,0.9322897,0.001062106,8.280181e-7,0.0002990813,0.000004568307,0.001164899],"study_design_scores_gemma":[0.001007435,0.0005207004,0.4437596,0.0002807174,0.000003360706,0.000003661796,0.5521074,0.001260663,2.932921e-7,0.0006237083,0.0003573515,0.0000750468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902138,0.001078427,0.000001354378,0.005948874,0.0001874046,0.002281554,0.00002351992,0.00003471027,0.0002303379],"genre_scores_gemma":[0.9828757,0.0001039597,0.000008050469,0.01590201,0.0001579419,0.0008990497,0.00002456981,0.00002076026,0.000007971576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817267,"threshold_uncertainty_score":0.9788334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904041676","doi":"10.1177/1178632918818836","title":"Development and Testing of the interRAI Acute Care: A Standardized Assessment Administered by Nurses for Patients Admitted to Acute Care","year":2018,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Conestoga College","funders":"Canterbury District Health Board","keywords":"Acute care; Medicine; Psychosocial; Documentation; Minimum Data Set; Test (biology); Nursing; Health care; Nursing homes; Computer science; Psychiatry","authors":[{"name":"Len Gray","is_ca":false},{"name":"Elizabeth Beattie","is_ca":false},{"name":"Véronique Boscart","is_ca":true},{"name":"Amanda Henderson","is_ca":false},{"name":"Yvonne C. Hornby‐Turner","is_ca":false},{"name":"Ruth E. Hubbard","is_ca":false},{"name":"Susan M. Wood","is_ca":false},{"name":"Nancye M. Peel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04749423268695003,"gpt":0.3949907028425867,"spread":0.3474964701556367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005892321,0.0002348762,0.0004904644,0.0000750378,0.0003451603,0.00002802091,0.0001344411,0.00006776577,0.000007858878],"category_scores_gemma":[0.00001279083,0.000147429,0.00006036116,0.0002165653,0.00004306455,0.00005567783,0.000121895,0.00006895668,0.00000202163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331506,"about_ca_system_score_gemma":0.0005805471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533285,"about_ca_topic_score_gemma":0.0008581505,"domain_scores_codex":[0.9983597,0.00004976928,0.0005195956,0.0003864568,0.0003708147,0.0003136475],"domain_scores_gemma":[0.9982967,0.00007789221,0.0002912996,0.0003377429,0.0007101014,0.0002862347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002061711,0.001721626,0.4851631,0.006335508,0.001938225,0.000007975314,0.3311148,3.377923e-7,0.0006808853,0.00008078655,0.004283216,0.1666119],"study_design_scores_gemma":[0.01358431,0.01189493,0.5997429,0.005778395,0.0007686372,0.00001127977,0.01706335,0.00006281437,0.03726335,0.00001899911,0.3133592,0.0004518744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945999,0.0009150438,0.00001849635,0.0007613802,0.0004681135,0.002589888,0.0002431831,0.00003622843,0.0003677958],"genre_scores_gemma":[0.9767905,0.00004051154,0.01769055,0.00477038,0.00005608338,0.0003569481,0.000233172,0.00002974952,0.00003210845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140514,"threshold_uncertainty_score":0.6011978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917306641","doi":"10.1177/1178632919827926","title":"An Overview of International Staff Time Measurement Validation Studies of the RUG-III Case-mix System","year":2019,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Case mix index; Reimbursement; Prospective payment system; Payment; Resource consumption; Payment system; Skill mix; Resource (disambiguation); Health care; Variety (cybernetics); Medicine; Resource use; Business; Nursing; Computer science; Environmental resource management; Finance; Economics; Economic growth","authors":[{"name":"Luke Turcotte","is_ca":true},{"name":"Jeff Poss","is_ca":true},{"name":"Brant E. Fries","is_ca":false},{"name":"John P. Hirdes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3019402638772885,"gpt":0.5071180102422534,"spread":0.205177746364965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001804241,0.0004219891,0.002687278,0.0002984218,0.0005098816,0.00001099904,0.0007088023,0.0003727252,0.00006210198],"category_scores_gemma":[0.00001909092,0.0002569428,0.0003907728,0.0005415465,0.00004841184,0.0001668281,0.0002436047,0.0004913263,0.00010302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434695,"about_ca_system_score_gemma":0.001958302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033805,"about_ca_topic_score_gemma":0.001328796,"domain_scores_codex":[0.9930558,0.002537758,0.002449252,0.0004747759,0.001090519,0.0003919599],"domain_scores_gemma":[0.9929035,0.0004041439,0.004069666,0.001104439,0.001392985,0.0001253245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003876128,0.0002031452,0.00001429985,0.8862757,0.0006953372,0.000009410483,0.03080605,0.000004886446,0.000001111715,0.001272794,0.002246056,0.07843244],"study_design_scores_gemma":[0.0004445166,0.0002289016,0.00002074421,0.1784194,0.0007300415,0.0000377334,0.01430937,0.00003021046,0.000001799667,0.00002830244,0.8055276,0.0002214173],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005016876,0.9888204,0.000002613109,0.0001197505,0.006281731,0.003269709,0.0001809716,0.00006067571,0.000762494],"genre_scores_gemma":[0.002659964,0.9960768,0.00005216338,0.0001005173,0.0004960972,0.0001445919,0.0001934323,0.00005536396,0.0002210878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8032815,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386850059","doi":"10.1177/11786329231198991","title":"Healthcare Professionals’ Resilience During the COVID-19 and Organizational Factors That Improve Individual Resilience: A Mixed-Method Study","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Resilience and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Centre hospitalier universitaire Sainte-Justine","keywords":"Psychological resilience; Health care; Psychology; Resilience (materials science); Psychological intervention; Population; Distress; Health professionals; Scale (ratio); Qualitative research; Nursing; Medicine; Clinical psychology; Social psychology; Environmental health; Sociology; Political science; Geography","authors":[{"name":"Raquel Simões de Almeida","is_ca":false},{"name":"Ana Vitória Guida da Silva Costa","is_ca":false},{"name":"Inês Teixeira","is_ca":false},{"name":"Maria João Trigueiro","is_ca":false},{"name":"Artemisa R. Dores","is_ca":false},{"name":"António Marques","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03902508610070229,"gpt":0.4336525862796294,"spread":0.3946275001789272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001545844,0.0003637476,0.0004425296,0.0003575954,0.002747466,0.00009176703,0.0007818152,0.0001975068,0.0001510396],"category_scores_gemma":[0.0000479432,0.0002402471,0.00004481946,0.001678612,0.0001657877,0.000325498,0.0004667607,0.0005656452,0.000126912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818975,"about_ca_system_score_gemma":0.001016822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00726721,"about_ca_topic_score_gemma":0.008258371,"domain_scores_codex":[0.9944583,0.001602143,0.0007361429,0.001101425,0.001080074,0.001021905],"domain_scores_gemma":[0.9969002,0.00084201,0.0004852978,0.0007607167,0.0001052687,0.0009065042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002051289,0.0005110293,0.6889336,0.002323812,0.00004897985,0.0000640748,0.3018694,0.00002846134,0.00005116189,0.002646552,0.001337648,0.001980114],"study_design_scores_gemma":[0.0009192682,0.00043728,0.7925943,0.00009457492,0.000009115806,0.00004151111,0.2027915,0.00004988227,0.00005330189,0.000718057,0.002079548,0.0002117133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860497,0.001522959,0.00002796752,0.007569132,0.001755516,0.002540225,0.0001052589,0.0002795631,0.0001496773],"genre_scores_gemma":[0.98438,0.0002491486,0.00009754236,0.01320725,0.0001678147,0.0002540544,0.0001070232,0.00004477274,0.001492381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036606,"threshold_uncertainty_score":0.9993435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913798893","doi":"10.1177/1178632918825083","title":"An International Mapping of Medical Care in Nursing Homes","year":2019,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; York University; University of British Columbia","funders":"","keywords":"Staffing; Scope (computer science); Service (business); Payment; Nursing; Medical care; Business; Minimum Data Set; Medicine; Nursing homes; Marketing; Finance","authors":[{"name":"Gudmund Ågotnes","is_ca":false},{"name":"Margaret J. McGregor","is_ca":true},{"name":"Joel Lexchin","is_ca":true},{"name":"Malcolm Doupe","is_ca":true},{"name":"Beatrice Müller","is_ca":false},{"name":"Charlene Harrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02191608006732882,"gpt":0.4244767392375602,"spread":0.4025606591702314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291118,0.0001296381,0.000387795,0.0003858889,0.0001669443,0.0000082753,0.000469497,0.0002606654,0.0006322795],"category_scores_gemma":[0.000006694655,0.0001149317,0.00004278268,0.0003542409,0.00002750047,0.0002574188,0.00005507035,0.0004467166,0.00009851834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612053,"about_ca_system_score_gemma":0.0007196487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243612,"about_ca_topic_score_gemma":0.003510255,"domain_scores_codex":[0.9975315,0.0003533108,0.0007239217,0.0002988087,0.0006840415,0.0004084563],"domain_scores_gemma":[0.9987987,0.0001422725,0.0003181566,0.00035121,0.0001717674,0.0002179334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001958957,0.0002854907,0.2793046,0.006569811,0.00001964025,0.00001124927,0.6558417,0.00002509282,0.00007554911,0.0068014,0.0004671685,0.0504024],"study_design_scores_gemma":[0.00267004,0.0003414607,0.622648,0.01215035,0.000006012482,0.000003964094,0.3143815,0.001687522,0.0000243221,0.001023115,0.04480238,0.0002613896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772977,0.002996961,0.00001946371,0.002228215,0.004146941,0.0005448065,0.000009351951,0.00006429665,0.01269227],"genre_scores_gemma":[0.9971278,0.0005716599,0.0003005191,0.001379466,0.0003882913,0.00001560781,0.0001299957,0.00001951806,0.00006710485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3433434,"threshold_uncertainty_score":0.6923018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285134605","doi":"10.1177/11786329221096033","title":"Has Virtual Care Arrived? A Survey of Rural Canadian Providers During the Early Stages of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Children's Hospital; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Telemedicine; Telehealth; Pandemic; Phone; Videoconferencing; Service provider; Remuneration; Nursing; Business; Medicine; Coronavirus disease 2019 (COVID-19); Health care; Marketing; Service (business); Multimedia; Computer science; Political science","authors":[{"name":"Lindsay Burton","is_ca":true},{"name":"Kathy L. Rush","is_ca":true},{"name":"Mindy A Smith","is_ca":false},{"name":"Matthias Görges","is_ca":true},{"name":"Leanne M. Currie","is_ca":true},{"name":"Selena Davis","is_ca":true},{"name":"Mona Mattei","is_ca":false},{"name":"Jennifer L. Ellis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05246458279491402,"gpt":0.3400388253848359,"spread":0.2875742425899219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005997865,0.0001414068,0.0003393079,0.0001857083,0.001053078,0.00001224042,0.0003032215,0.00004073201,0.0001152707],"category_scores_gemma":[0.00004535669,0.00008748497,0.00005388088,0.0005813628,0.0001214026,0.00009626162,0.0001050078,0.0003478971,8.41838e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738975,"about_ca_system_score_gemma":0.004891842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8856814,"about_ca_topic_score_gemma":0.8982586,"domain_scores_codex":[0.9975645,0.0006253155,0.0006500221,0.0001729631,0.0005871623,0.0004000361],"domain_scores_gemma":[0.9982149,0.000208799,0.0005207494,0.0004386477,0.0001760227,0.0004408565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770669,0.00002250319,0.8908902,0.00210671,0.00003418159,0.000004194138,0.1056174,0.00006073177,0.00007879223,0.00006716541,0.0003123383,0.0006286628],"study_design_scores_gemma":[0.001696105,0.0007195694,0.913063,0.00008580245,0.00002514932,0.0000298185,0.06674684,0.00001566617,0.00005620545,0.0000172468,0.01747453,0.0000701045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891813,0.001538481,0.000002750366,0.007086509,0.0002950417,0.001498975,0.0003316833,0.0000263564,0.00003888107],"genre_scores_gemma":[0.9833817,0.00008526599,0.000008397159,0.01610473,0.00006053513,0.00007582242,0.0001924519,0.00001904881,0.00007198525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03887059,"threshold_uncertainty_score":0.8677918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214560824","doi":"10.1177/11786329221080039","title":"Individual-Level Factors are Significantly More Predictive of Employee Innovativeness Than Job-Specific or Organization-Level Factors: Results From a Quantitative Study of Health Professionals","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Conscientiousness; Psychology; Context (archaeology); Personality; Ambiguity; Health care; Applied psychology; Big Five personality traits; Social psychology; Computer science","authors":[{"name":"Sarah Hewko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1386450985517159,"gpt":0.3307154063646407,"spread":0.1920703078129248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006941066,0.0004392195,0.001087996,0.0005827256,0.001358888,0.00007636938,0.0007854245,0.00007355699,0.0001289905],"category_scores_gemma":[0.0001298244,0.0003205074,0.00006147253,0.003295653,0.0001018455,0.0009324914,0.0008638341,0.0003316374,0.000003230858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364625,"about_ca_system_score_gemma":0.0003678976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02485556,"about_ca_topic_score_gemma":0.006821451,"domain_scores_codex":[0.9952179,0.0003795137,0.001831628,0.0008093925,0.00129898,0.0004626136],"domain_scores_gemma":[0.9937382,0.0006203632,0.003881146,0.0005035624,0.00120945,0.00004730554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004874987,0.001357206,0.8211821,0.0009643384,0.0002675037,0.000004056867,0.1739714,0.0005018882,0.00002026235,0.0004389749,0.0007113966,0.00009329503],"study_design_scores_gemma":[0.001062984,0.0003815056,0.6262407,0.0004587593,0.00002058701,8.707856e-8,0.3710888,0.00002632484,0.00004793578,0.0001449642,0.0003383294,0.0001889615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99309,0.0006638069,0.00004392881,0.0006935076,0.0006501738,0.001804767,0.002924068,0.0000955956,0.00003417859],"genre_scores_gemma":[0.9965115,0.00007974749,0.00008251292,0.001453239,0.0001269691,0.0000736037,0.001591099,0.00005534864,0.00002593407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971174,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112134586","doi":"10.1177/1178632920977899","title":"A Case-Mix System for Children and Youth With Developmental Disabilities","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Western University","funders":"","keywords":"Medicaid; Payment; Service (business); Mental health; Population; Multiple disabilities; Payment system; Resource (disambiguation); Health care; Intellectual disability; Sample (material); Variance (accounting); Psychology; Business; Actuarial science; Gerontology; Medicine; Environmental health; Developmental psychology; Psychiatry; Computer science; Marketing; Economics; Economic growth; Finance","authors":[{"name":"Shannon L. Stewart","is_ca":true},{"name":"Angela Celebre","is_ca":true},{"name":"Michael Head","is_ca":false},{"name":"Mary James","is_ca":false},{"name":"Lynn Martin","is_ca":true},{"name":"Brant E. Fries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05523295737893075,"gpt":0.250413268281585,"spread":0.1951803109026543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552201,0.0001516068,0.0003604466,0.00006865822,0.0002933806,0.0000564849,0.0001009104,0.00004884278,0.000007557577],"category_scores_gemma":[0.000005648059,0.0001399956,0.00002701957,0.0001316502,0.00003233076,0.0001628248,0.0000612298,0.00006869247,0.00004476839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309916,"about_ca_system_score_gemma":0.00004911966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197762,"about_ca_topic_score_gemma":0.002801825,"domain_scores_codex":[0.9987389,0.00001800491,0.0004853216,0.0004080497,0.00003157981,0.0003180788],"domain_scores_gemma":[0.9993435,0.00003438349,0.0001972392,0.000125307,0.0000176802,0.0002819555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001533787,0.00007083354,0.01290157,0.01153674,0.0001623092,0.00003092856,0.280775,0.00001834136,1.332203e-7,0.692289,0.0002771815,0.001784563],"study_design_scores_gemma":[0.01725857,0.006504965,0.06073385,0.002356394,0.0001190992,0.00330259,0.5358188,0.01168193,0.00007355034,0.0134704,0.3441592,0.004520558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833403,0.002934581,0.0009398853,0.006595325,0.0001443813,0.001697489,0.00092126,0.0001531863,0.003273638],"genre_scores_gemma":[0.9909301,0.00008890673,0.001421616,0.007204864,0.0001522012,0.00006858019,0.00008194715,0.00002323465,0.00002853306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6788186,"threshold_uncertainty_score":0.9946017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034651710","doi":"10.1177/1178632920929986","title":"“Working Against Gravity”: The Uphill Task of Overcapacity Management","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Alberta Health Services; George & Fay Yee Centre for Healthcare Innovation; Winnipeg Regional Health Authority","funders":"","keywords":"Psychological intervention; Business; Context (archaeology); Accountability; Operations management; Sustainability; Medicine; Nursing; Economics; Political science","authors":[{"name":"Sara A. Kreindler","is_ca":true},{"name":"Noah Star","is_ca":true},{"name":"Stephanie Hastings","is_ca":true},{"name":"Shannon Winters","is_ca":true},{"name":"Keir Johnson","is_ca":true},{"name":"Sara Mallinson","is_ca":true},{"name":"Meaghan Brierley","is_ca":true},{"name":"Leah Goertzen","is_ca":true},{"name":"Mohammed Rashidul Anwar","is_ca":true},{"name":"Zaid Aboud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02709380763529063,"gpt":0.2868106058635649,"spread":0.2597167982282743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203736,0.000157039,0.0003587795,0.00003976477,0.0002607932,0.000005831076,0.0001660894,0.0000423058,0.00001933993],"category_scores_gemma":[0.000004603899,0.0000954426,0.00009846843,0.000369871,0.00004087867,0.00004999736,0.0001344432,0.0001947439,0.00002289884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003321621,"about_ca_system_score_gemma":0.0000333232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060986,"about_ca_topic_score_gemma":0.0001630686,"domain_scores_codex":[0.9987797,0.00006387363,0.0003900435,0.0002479229,0.000273506,0.0002449618],"domain_scores_gemma":[0.9992622,0.00003404015,0.0001847871,0.0002823718,0.00008245174,0.0001542066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001838547,0.001487283,0.05869935,0.07650223,0.004030858,0.0004295447,0.5669373,0.000413275,0.003766521,0.118284,0.100002,0.06760905],"study_design_scores_gemma":[0.001307497,0.0005046924,0.02083767,0.001608796,0.0001293151,0.000004919534,0.0161126,0.001022137,0.0005697318,0.001101128,0.9565377,0.0002638483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763369,0.04232054,0.000350044,0.06197948,0.002012536,0.002494396,0.00003515647,0.000301239,0.1141697],"genre_scores_gemma":[0.9462454,0.006766507,0.0001640054,0.04644478,0.0002763744,0.00001310534,0.00002550558,0.00001330236,0.00005103208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565357,"threshold_uncertainty_score":0.3892036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377940050","doi":"10.1177/11786329231174745","title":"Long-Term Care Resident Health and Quality of Care During the COVID-19 Pandemic: A Synthesis Analysis of Canadian Institute for Health Information Data Tables","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Dalhousie University; Winnipeg Regional Health Authority; Brock University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Pandemic; Medicine; Minimum Data Set; Long-term care; Health care; Fiscal year; Health services research; Environmental health; Coronavirus disease 2019 (COVID-19); Demography; Family medicine; Gerontology; Public health; Nursing; Nursing homes; Disease; Business; Finance","authors":[{"name":"Luke Turcotte","is_ca":true},{"name":"Caitlin McArthur","is_ca":true},{"name":"Jeff Poss","is_ca":true},{"name":"George Heckman","is_ca":true},{"name":"Lori Mitchell","is_ca":true},{"name":"John N. Morris","is_ca":false},{"name":"Andrea D. Foebel","is_ca":true},{"name":"John P. Hirdes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1462040449475377,"gpt":0.4625194734633672,"spread":0.3163154285158295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00189058,0.0002177562,0.001060022,0.001828346,0.002431884,0.00002413007,0.0005509058,0.0001686218,0.00001627349],"category_scores_gemma":[0.0001974932,0.0001686712,0.0001010247,0.002800865,0.00008566801,0.0004934369,0.0002342135,0.0002498477,0.000003099861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371338,"about_ca_system_score_gemma":0.008706407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8709227,"about_ca_topic_score_gemma":0.9881849,"domain_scores_codex":[0.9956934,0.0009227801,0.001776489,0.000400492,0.0004271659,0.000779645],"domain_scores_gemma":[0.9949401,0.0009018015,0.001694339,0.001144371,0.0004114296,0.0009079645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002872993,0.0000135546,0.333467,0.1106738,0.0002781312,7.479919e-7,0.5486866,0.0002452675,0.00000151783,0.0003658439,0.002383733,0.003596566],"study_design_scores_gemma":[0.000900622,0.00015587,0.7141983,0.001280523,0.0001495967,0.000001075747,0.2293772,0.000159327,0.00000243819,0.00002354248,0.05355794,0.0001935756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530118,0.02024062,0.00009298308,0.01348007,0.0007124166,0.003139482,0.009118735,0.0001333986,0.00007057938],"genre_scores_gemma":[0.9693716,0.01361988,0.0001500543,0.006841853,0.0001094167,0.0001752598,0.009683478,0.00002080664,0.00002766103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807313,"threshold_uncertainty_score":0.9988668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366534525","doi":"10.1177/11786329231169939","title":"Indigenous Cultural Safety Trainings for Healthcare Professionals Working in Ontario, Canada: Context and Considerations for Healthcare Institutions","year":2023,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Indigenous; Cultural safety; Health care; Context (archaeology); Nursing; Public relations; Cultural competence; Patient safety; Medicine; Medical education; Political science; Psychology; Pedagogy; Geography","authors":[{"name":"Denise Webb","is_ca":false},{"name":"Sterling Stutz","is_ca":false},{"name":"Claire Hiscock","is_ca":false},{"name":"Andrea Bowra","is_ca":false},{"name":"Tenzin Butsang","is_ca":false},{"name":"Sharon Tan","is_ca":false},{"name":"Bryanna Scott-Kay","is_ca":true},{"name":"Angela Mashford‐Pringle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638274626887543,"gpt":0.427756500294768,"spread":0.2639290376060137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001721683,0.0006016747,0.00216661,0.0004690975,0.02168365,0.0001637962,0.0003837009,0.0008167292,0.0000171691],"category_scores_gemma":[0.00002570193,0.0004911213,0.0002156029,0.0007143752,0.0002056833,0.0003266878,0.00001032139,0.0009284295,0.000004656185],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00779265,"about_ca_system_score_gemma":0.3924078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987308,"about_ca_topic_score_gemma":0.9999991,"domain_scores_codex":[0.9935856,0.001037284,0.002169123,0.0009688896,0.0005615841,0.001677458],"domain_scores_gemma":[0.9945121,0.002205507,0.001347678,0.0003538432,0.0007030053,0.000877903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001908332,0.00007900283,0.00003781094,0.04122632,0.00005902061,0.000005203805,0.743161,9.924493e-7,5.568847e-10,0.1971403,0.0003423881,0.01792895],"study_design_scores_gemma":[0.0004214266,0.0001081702,0.00008335684,0.02157203,0.00005707255,0.00001026701,0.03590314,0.000002123944,1.64811e-8,0.002401452,0.9389841,0.0004568687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006423325,0.9695356,0.000006851714,0.005963932,0.003872613,0.01841858,0.0006431092,0.0001433416,0.0007735917],"genre_scores_gemma":[0.00145844,0.9884188,0.0005288456,0.003417692,0.0009310974,0.001068236,0.001989495,0.00008214808,0.002105217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9386417,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955263757","doi":"10.1177/1178632919856011","title":"A Case-Mix System for Adults with Developmental Disabilities","year":2019,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Lakehead University","funders":"","keywords":"Medicaid; Reimbursement; Case mix index; Payment; Payment system; Business; Service (business); Service provider; Actuarial science; Variance (accounting); Population; Health care; Marketing; Medicine; Nursing; Economics; Environmental health; Finance; Accounting; Economic growth","authors":[{"name":"Brant E. Fries","is_ca":false},{"name":"Mary James","is_ca":false},{"name":"Lynn Martin","is_ca":true},{"name":"Michael Head","is_ca":false},{"name":"Shannon L. Stewart","is_ca":true},{"name":"Pil S. Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255472795705661,"gpt":0.337018213173013,"spread":0.3114709336024469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002556944,0.0002340631,0.0004837805,0.0001098376,0.001042765,0.00001660308,0.0001533877,0.0001602194,0.0001150347],"category_scores_gemma":[0.000005251472,0.0001669911,0.00005508929,0.0002341714,0.00003004464,0.0001856634,0.00005629654,0.0002259069,0.0004848364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644628,"about_ca_system_score_gemma":0.0007164308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660658,"about_ca_topic_score_gemma":0.01173003,"domain_scores_codex":[0.9978043,0.0002001818,0.000615574,0.0004387352,0.0002403501,0.0007007929],"domain_scores_gemma":[0.9983395,0.0005769601,0.0002911202,0.000325866,0.0002236321,0.0002428587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002567173,0.0001853852,0.01850077,0.1070375,0.0001146111,0.0001321721,0.8561814,0.000008393977,0.00001229188,0.006454244,0.005792257,0.003013843],"study_design_scores_gemma":[0.003780403,0.000796559,0.001744442,0.004718552,0.00002464195,0.000602152,0.9037651,0.0002467702,0.00001782385,0.00009879582,0.08383833,0.0003664441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986674,0.0006553708,0.00004059774,0.0003874337,0.002009798,0.003471897,0.00006285652,0.0002744719,0.006423541],"genre_scores_gemma":[0.9950206,0.00002004829,0.001596104,0.000989115,0.0003443485,0.0004719815,0.0001175388,0.00004720323,0.001393016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023189,"threshold_uncertainty_score":0.8020214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083086483","doi":"10.1177/1178632920951586","title":"Healthcare Systems Strengthening in Smaller Cities in Bangladesh: Geospatial Insights From the Municipality of Dinajpur","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Equity (law); Geospatial analysis; Business; Census; Health care; Economic growth; Private sector; Geography; Inequality; Healthcare system; Regional science; Environmental health; Political science; Population; Medicine; Cartography; Economics","authors":[{"name":"Shaikh Mehdi Hasan","is_ca":false},{"name":"Kyle Borces","is_ca":false},{"name":"Dipika Shankar Bhattacharyya","is_ca":false},{"name":"Shakil Ahmed","is_ca":false},{"name":"Azam Ali","is_ca":false},{"name":"Alayne M. Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05484247791382477,"gpt":0.2583711899233497,"spread":0.2035287120095249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000583066,0.000287881,0.001161789,0.0002194618,0.0001916542,0.00005671271,0.0005844008,0.0002744338,0.00002456004],"category_scores_gemma":[0.00002302589,0.0002120933,0.00009883739,0.000715758,0.00005744171,0.0002868159,0.0001540663,0.000577678,0.00004219915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898911,"about_ca_system_score_gemma":0.0001881617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5666804,"about_ca_topic_score_gemma":0.167623,"domain_scores_codex":[0.9959064,0.0003073317,0.002450385,0.000617644,0.0001490589,0.00056916],"domain_scores_gemma":[0.9978676,0.0001317078,0.001084183,0.0005590935,0.00006465935,0.000292694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749033,0.0002000606,0.4669293,0.01028108,0.00007841047,0.00003462251,0.4022003,0.001427728,0.000003891456,0.1162688,0.00005887966,0.002342029],"study_design_scores_gemma":[0.0030739,0.0006277318,0.8036067,0.003377568,0.000003153474,0.000003247408,0.05828949,0.04385226,0.00001301885,0.009270071,0.07705159,0.0008312857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415764,0.0501486,0.00002690848,0.005212463,0.0008408988,0.0009184958,0.0002355271,0.00004105905,0.0009996187],"genre_scores_gemma":[0.9943383,0.001790146,0.00005463906,0.003185436,0.00040429,0.00007221276,0.00009857866,0.00003596385,0.00002037771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3990574,"threshold_uncertainty_score":0.8648915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112778142","doi":"10.1177/1178632920977904","title":"The Link Between Difficulty in Accessing Health Care and Health Status in a Canadian Context","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Health care; Health equity; Public health; Medicine; Self-rated health; Race and health; Context (archaeology); Health policy; Health promotion; Inequality; Environmental health; Social determinants of health; Gerontology; Nursing; Political science; Geography","authors":[{"name":"Matthew Garrod","is_ca":true},{"name":"Afshin Vafaei","is_ca":true},{"name":"Lynn Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05202135846065958,"gpt":0.3802042768902891,"spread":0.3281829184296295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001176413,0.0002039679,0.000604224,0.0001522731,0.002687988,0.0002582415,0.0003664839,0.0001377968,0.000009300103],"category_scores_gemma":[0.00004154894,0.0001617897,0.00003522244,0.0007675474,0.0001227149,0.0003068766,0.0000731697,0.0005049757,0.000007635626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023127,"about_ca_system_score_gemma":0.01142248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902865,"about_ca_topic_score_gemma":0.9994459,"domain_scores_codex":[0.9952728,0.0008931403,0.0009050918,0.0004387664,0.0003877495,0.002102505],"domain_scores_gemma":[0.9961433,0.0003208455,0.0003270986,0.0001899453,0.00006584707,0.002952908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001047925,0.000004787952,0.3558618,0.00183224,0.000003524602,0.000004224641,0.4616182,0.000003543048,7.642304e-9,0.004723544,0.0003214728,0.1756162],"study_design_scores_gemma":[0.0003596066,0.00007334488,0.4409346,0.0003572698,5.675579e-7,9.189288e-8,0.08410006,0.00005681616,6.30201e-8,0.00008991848,0.4739304,0.00009726633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2815276,0.06501932,0.00000193699,0.6503572,0.000352374,0.001374641,0.0000671486,0.0000618265,0.001237947],"genre_scores_gemma":[0.8571553,0.01208091,0.00005938086,0.1300639,0.0005445135,0.00002397449,0.0000432065,0.00001733138,0.00001153588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5756276,"threshold_uncertainty_score":0.9986104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388829254","doi":"10.1177/11786329231211779","title":"Implementation of the Revised National Malaria Control Guidelines: Compliance and Challenges in Public Health Facilities in a Southern Nigerian State","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Malaria Research and Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Malaria; Medicine; Public health; Artemether; Artemisinin; Environmental health; Observational study; Artesunate; Health facility; Qualitative research; Family medicine; Plasmodium falciparum; Nursing; Population; Pathology","authors":[{"name":"Ubong Akpan","is_ca":false},{"name":"Ekpo Edet","is_ca":false},{"name":"Kazeem Arogundade","is_ca":true},{"name":"Chinyere Akpanika","is_ca":false},{"name":"Mabel Ekott","is_ca":false},{"name":"Saturday Etuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967006755809724,"gpt":0.4034926542370408,"spread":0.2067919786560685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659327,0.0001221204,0.0004152703,0.0002875375,0.0000965593,0.00002115673,0.0001299124,0.00004114725,0.00004428112],"category_scores_gemma":[0.00004967908,0.00008695459,0.00003320921,0.000435361,0.00004402376,0.0001113091,0.00004814902,0.0001684371,0.000009784557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584657,"about_ca_system_score_gemma":0.001150714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007679492,"about_ca_topic_score_gemma":0.07590871,"domain_scores_codex":[0.9975669,0.0004336811,0.0007747083,0.0002565699,0.0005276055,0.0004405629],"domain_scores_gemma":[0.9989492,0.0001170513,0.00025165,0.0002040011,0.0002994311,0.0001786849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002414274,0.0007773188,0.2370622,0.08035153,0.0003783734,0.00005630868,0.4277322,0.000260085,0.0006752658,0.0569053,0.001125128,0.192262],"study_design_scores_gemma":[0.009511271,0.0003621538,0.8951748,0.00127817,0.000002475444,0.000006180941,0.05800716,0.009675344,0.000004979178,0.002518604,0.02332988,0.0001290115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.500628,0.01511773,0.00002407137,0.4804416,0.0001048896,0.003013803,0.0003432393,0.00005649887,0.0002701601],"genre_scores_gemma":[0.988598,0.005536813,0.0000484277,0.005443199,0.00004638485,0.0001284421,0.00004558965,0.00001110848,0.0001419917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6581126,"threshold_uncertainty_score":0.9989284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388677199","doi":"10.1177/11786329231210692","title":"Why Did Home Care Personal Support Service Volumes Drop During the COVID-19 Pandemic? The Contributions of Client Choice and Personal Support Worker Availability","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Public Health Agency of Canada; University of Ottawa; Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Baseline (sea); Service (business); Service provider; Coronavirus disease 2019 (COVID-19); Business; Personal care; Service delivery framework; Medicine; Family medicine; Marketing; Political science; Internal medicine","authors":[{"name":"Emily C. King","is_ca":true},{"name":"Katherine Zagrodney","is_ca":true},{"name":"Prakathesh Rabeenthira","is_ca":true},{"name":"Travis A. Van Belle","is_ca":false},{"name":"Sandra McKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04088997848180916,"gpt":0.3784684099918077,"spread":0.3375784315099986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001491601,0.0003600079,0.0006638343,0.0001849242,0.004421086,0.00004345972,0.0004985087,0.0003170471,0.0007502498],"category_scores_gemma":[0.00009274723,0.0002289816,0.0001650748,0.001269717,0.0002697007,0.0002110504,0.0004072332,0.0009748689,0.00015552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840935,"about_ca_system_score_gemma":0.001971727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0168786,"about_ca_topic_score_gemma":0.03904096,"domain_scores_codex":[0.9952009,0.00116256,0.001068722,0.0006866385,0.0007524967,0.001128649],"domain_scores_gemma":[0.9955947,0.001747303,0.000657796,0.0006586737,0.0007097811,0.0006317144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002585605,0.00008845214,0.4822401,0.008548896,0.00009570653,0.0000113025,0.474057,0.000009811565,0.00007146863,0.00006045126,0.03419761,0.0003606928],"study_design_scores_gemma":[0.001551103,0.0001629705,0.5124147,0.0002411049,0.00008000333,0.00002459081,0.1604869,0.0002871952,0.000004361809,0.0001473969,0.3243486,0.0002511051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608143,0.00329495,0.00000712341,0.03141023,0.001442023,0.001752563,0.0007136122,0.0002873837,0.0002778223],"genre_scores_gemma":[0.9697779,0.001060376,0.000008663685,0.02703176,0.0006174062,0.0002499828,0.0005016489,0.00004238469,0.0007098538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135701,"threshold_uncertainty_score":0.996875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388543079","doi":"10.1177/11786329231211096","title":"Optimization of Care Pathways Through Technological, Clinical, Organizational and Social Innovations: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Ministère de la Santé; Mitacs; Ministère de la Santé et des Services sociaux","keywords":"Thematic analysis; Health care; Grounded theory; Context (archaeology); Participant observation; Psychological intervention; Knowledge management; Qualitative research; Process (computing); Public relations; Psychology; Process management; Business; Nursing; Medicine; Sociology; Political science; Computer science","authors":[{"name":"Jean‐Baptiste Gartner","is_ca":true},{"name":"André Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3116809963848601,"gpt":0.555419501416946,"spread":0.2437385050320859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203534,0.0001361274,0.0004683501,0.000189066,0.000332113,0.0000181773,0.00008948241,0.0001489299,0.00004785422],"category_scores_gemma":[0.0005750993,0.0001156186,0.00003755857,0.001720846,0.0001426084,0.0002582893,0.0001334867,0.0002390441,0.00001809792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006704141,"about_ca_system_score_gemma":0.0004034711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872669,"about_ca_topic_score_gemma":0.0002072639,"domain_scores_codex":[0.9968113,0.0004811886,0.001749255,0.000365188,0.0004182755,0.0001747483],"domain_scores_gemma":[0.9968174,0.0009936176,0.0008184063,0.0002079561,0.001106455,0.00005617172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006385603,0.002446373,0.0272855,0.003995486,0.0003273908,0.00002114,0.929063,0.0003405208,0.00007912476,0.02568976,0.001215432,0.008897685],"study_design_scores_gemma":[0.003906166,0.002327403,0.03217185,0.0001713619,0.00009989472,0.000004150511,0.9521372,0.002267837,0.00001788985,0.003463871,0.00326153,0.000170886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876322,0.0002663179,0.001932154,0.00792162,0.0001511864,0.001621453,0.00005057353,0.0002825015,0.0001419666],"genre_scores_gemma":[0.9843338,0.0004619495,0.009535864,0.004385867,0.0001285598,0.00004560199,0.001075211,0.00002357718,0.000009615464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02307414,"threshold_uncertainty_score":0.4714791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313678773","doi":"10.1177/11786329221144889","title":"The Financial Risks of Unpaid Caregiving During the COVID-19 Pandemic: Results From a Self-reported Survey in a Canadian Jurisdiction","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Business; Jurisdiction; Welfare; Government (linguistics); Health care; Demographic economics; Stressor; Mental health; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Political science; Economic growth; Economics; Psychiatry","authors":[{"name":"Husayn Marani","is_ca":true},{"name":"Sara Allin","is_ca":true},{"name":"Sandra McKay","is_ca":true},{"name":"Gregory P. Marchildon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1292171780913998,"gpt":0.4247585010808081,"spread":0.2955413229894083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003876331,0.0001925293,0.0003843181,0.0003380928,0.002984999,0.00002148358,0.0003717577,0.0002842047,0.00001195877],"category_scores_gemma":[0.0005091451,0.0001254072,0.0000609011,0.001665535,0.00004886182,0.00009588239,0.0001010808,0.0007227382,0.00003712095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463527,"about_ca_system_score_gemma":0.005591977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834129,"about_ca_topic_score_gemma":0.9981947,"domain_scores_codex":[0.9949086,0.002072972,0.001261531,0.0004189983,0.0003692357,0.0009686148],"domain_scores_gemma":[0.9946106,0.003189933,0.0008240371,0.0006729091,0.0002058224,0.0004966793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004959059,0.00002689183,0.6773727,0.0008655156,0.00004970141,0.0000341419,0.3164336,0.0001750913,0.000009748423,0.0000450142,0.003691358,0.0008002847],"study_design_scores_gemma":[0.001172224,0.00003539756,0.9070194,0.0002518185,0.00001476429,0.000002902171,0.01118154,0.0004599142,0.000001191438,0.0003218497,0.07942231,0.000116687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906469,0.001342475,0.000002630013,0.003941273,0.002150242,0.00107088,0.0003736071,0.0002187923,0.0002532252],"genre_scores_gemma":[0.9957139,0.001720662,0.000009207033,0.001498093,0.0003600291,0.00009634953,0.0004279293,0.00002601635,0.0001478219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3052521,"threshold_uncertainty_score":0.998313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360594846","doi":"10.1177/11786329231162996","title":"Developing Community-Based Palliative Care for Children: A Community Case Study from an Urban Informal Settlement in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Palliative care; Psychosocial; Nursing; Medicine; Settlement (finance); General partnership; Family medicine; Business; Psychiatry","authors":[{"name":"Mostofa Kamal Chowdhury","is_ca":false},{"name":"Maryam Bezzahou","is_ca":true},{"name":"Marufa Khanom","is_ca":false},{"name":"Megan Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08926396078918093,"gpt":0.4045596189583324,"spread":0.3152956581691514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001633281,0.0003835193,0.0008499548,0.0004277518,0.001653567,0.0000622829,0.0004634236,0.0001475778,0.00001033824],"category_scores_gemma":[0.00002061957,0.000375023,0.00009055317,0.0008818365,0.00005482945,0.000293079,0.0002691686,0.001252562,0.00001461718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611183,"about_ca_system_score_gemma":0.00101334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.211176,"about_ca_topic_score_gemma":0.6080486,"domain_scores_codex":[0.9952534,0.002150845,0.001096242,0.0003293023,0.0005330773,0.0006370817],"domain_scores_gemma":[0.9968487,0.0008682897,0.0003984278,0.001210458,0.0002718753,0.0004022423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002896373,0.0008407062,0.3117735,0.003504216,0.0001081901,0.0001008866,0.6823488,0.000062866,9.26939e-7,0.00004056042,0.00009437656,0.0008352947],"study_design_scores_gemma":[0.006772693,0.002019183,0.570368,0.001239433,0.00004322738,0.000009859939,0.4165753,0.0004649998,0.00004617422,0.00006983619,0.002091965,0.0002993365],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922636,0.0003771806,0.00007946004,0.001854744,0.0002051157,0.004175463,0.0006600237,0.0003333694,0.0000510699],"genre_scores_gemma":[0.9621588,0.00002135528,0.001519042,0.02680796,0.0002067301,0.0003640544,0.008860129,0.00005807748,0.000003855613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3968726,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965001571","doi":"10.1177/1178632919862248","title":"Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review","year":2019,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Case mix index; Skill mix; Health care; Variety (cybernetics); Resource (disambiguation); Mental health care; Nursing; Medicine; Psychology; Computer science; Psychiatry; Political science","authors":[{"name":"Nam Tran","is_ca":true},{"name":"Jeffrey W. Poss","is_ca":true},{"name":"Christopher M. Perlman","is_ca":true},{"name":"John P. Hirdes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1622792585868212,"gpt":0.4981968422329638,"spread":0.3359175836461425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003844015,0.0004861913,0.003170897,0.0002663606,0.003212035,0.0001150706,0.0007325801,0.000416814,0.00002962598],"category_scores_gemma":[0.00006858588,0.0004354701,0.0003725432,0.0007563179,0.00008021347,0.0003128508,0.0001371759,0.000963407,0.00004872807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011565,"about_ca_system_score_gemma":0.01011839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05831102,"about_ca_topic_score_gemma":0.3976758,"domain_scores_codex":[0.9908845,0.004598958,0.002238623,0.0005721237,0.0004803154,0.001225446],"domain_scores_gemma":[0.9953817,0.00114229,0.001968611,0.0007813,0.000173168,0.0005529093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002331994,0.00003228259,0.000004850058,0.7049301,0.000008648742,0.000002966832,0.03725548,3.227963e-8,9.38947e-11,0.0008995456,0.0009568068,0.255907],"study_design_scores_gemma":[0.0001364271,0.00006006728,0.000003107653,0.4211105,0.00002566398,0.00001400802,0.01439492,0.000002423484,1.050692e-9,0.00001085672,0.5640521,0.00018992],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006228403,0.9752612,0.000002578108,0.006409111,0.001174398,0.01578858,0.0002595476,0.0001007174,0.0009976641],"genre_scores_gemma":[0.00001556423,0.9535361,0.0002631361,0.04349953,0.0003012042,0.0008969413,0.001347885,0.0000624555,0.00007720896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5630953,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308182607","doi":"10.1177/11786329221127150","title":"Determinants of Hospital Use and Physician Services Among Adults With a History of Homelessness","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Ottawa; Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Cohort; Medicine; Health care; Psychological intervention; Emergency department; Mental health; Family medicine; Mental illness; Cohort study; Psychiatry; Gerontology","authors":[{"name":"Kathryn Wiens","is_ca":true},{"name":"Laura C. Rosella","is_ca":true},{"name":"Paul Kurdyak","is_ca":true},{"name":"Simon Chen","is_ca":false},{"name":"Tim Aubry","is_ca":true},{"name":"Vicky Stergiopoulos","is_ca":true},{"name":"Stephen W. Hwang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01803847113742315,"gpt":0.3102960933926012,"spread":0.2922576222551781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002507237,0.0002378734,0.001044052,0.0001679067,0.0006804466,0.000006131454,0.0003170019,0.0001111966,0.00004938605],"category_scores_gemma":[0.000001970452,0.000201147,0.00005020211,0.0003089283,0.0001509018,0.0004846503,0.0003013317,0.0003924309,0.000002323158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174511,"about_ca_system_score_gemma":0.0005319139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04852427,"about_ca_topic_score_gemma":0.1186624,"domain_scores_codex":[0.9972749,0.0005699336,0.0007936305,0.0003855757,0.0004924348,0.0004835643],"domain_scores_gemma":[0.9975535,0.0001996337,0.001344743,0.0003925425,0.0003105913,0.0001990173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001987512,0.0002315001,0.5441577,0.01258005,0.00002122905,0.000009298107,0.4415276,0.000004478662,0.000006295785,0.0003184325,0.000005771706,0.0009388796],"study_design_scores_gemma":[0.001344311,0.0008682984,0.6288539,0.001961646,0.00002590062,1.29331e-7,0.3628078,0.0004666566,0.00001801983,0.00009504823,0.003314247,0.000244077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994338,0.00345283,8.847948e-7,0.00002439192,0.0006719152,0.0009670485,0.00007697522,0.00005370037,0.0004142499],"genre_scores_gemma":[0.9986004,0.0004068103,0.00005089333,0.0004346027,0.000100279,0.0002118858,0.00004042947,0.00004119435,0.0001135564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0846962,"threshold_uncertainty_score":0.9578117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386178561","doi":"10.1177/11786329231193794","title":"Healthcare Access Challenges and Facilitators for Back Pain Across the Rural-Urban Continuum in Saskatchewan, Canada: Cross-Sectional Results From a Provincial-Wide Telephone Survey","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Indigenous; Health care; Referral; Medicine; Rural area; Family medicine; Cross-sectional study; Nursing; Economic growth","authors":[{"name":"Katie Crockett","is_ca":true},{"name":"Stacey Lovo","is_ca":true},{"name":"Alison Irvine","is_ca":true},{"name":"Catherine Trask","is_ca":true},{"name":"Sarah Oosman","is_ca":true},{"name":"Veronica McKinney","is_ca":true},{"name":"Terrence McDonald","is_ca":true},{"name":"Nazmi Sari","is_ca":true},{"name":"Bertha Carnegie","is_ca":true},{"name":"Marie Custer","is_ca":true},{"name":"Stacey McIntosh","is_ca":true},{"name":"Brenna Bath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03531483658541738,"gpt":0.3388322757487862,"spread":0.3035174391633688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003908423,0.00027621,0.0005599409,0.0001075023,0.000443086,0.00007317842,0.0002230689,0.0002116829,0.000005694481],"category_scores_gemma":[0.0004708821,0.0001918042,0.00007334978,0.0004701848,0.0001363139,0.0002009197,0.0001054356,0.0003234162,0.000006667537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181133,"about_ca_system_score_gemma":0.001522603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8779973,"about_ca_topic_score_gemma":0.9985753,"domain_scores_codex":[0.9962476,0.0009473023,0.001006975,0.0006373191,0.0004859424,0.0006748951],"domain_scores_gemma":[0.9945503,0.004007215,0.0003133253,0.0004424808,0.0003481926,0.0003385145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001984654,0.0001007287,0.9064248,0.01294597,0.00006686504,0.000006951395,0.06423537,0.00001464304,0.00003990945,0.00002098973,0.004632367,0.009526715],"study_design_scores_gemma":[0.002583377,0.000305472,0.9671504,0.0006252061,0.000002269287,7.263865e-7,0.02054887,0.0004247517,0.00001182116,0.0003390276,0.007831755,0.0001762674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762706,0.004450801,0.000006206816,0.01467507,0.0005739109,0.002589507,0.001329129,0.00007678952,0.00002795007],"genre_scores_gemma":[0.9915411,0.0006226212,0.00005177191,0.005071534,0.0002895156,0.0002215267,0.001735619,0.00003378214,0.0004324869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205781,"threshold_uncertainty_score":0.7821549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367459123","doi":"10.1177/11786329231172675","title":"The Role of Health Policy and Systems in the Uptake of Community-Based Health Insurance Schemes in Low- and Middle-Income Countries: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Outreach; Subsidy; Health care; Government (linguistics); Political science; PsycINFO; Social determinants of health; Health policy; Narrative; Health services research; Public economics; Business; Public relations; MEDLINE; Economic growth; Economics","authors":[{"name":"Amika Shah","is_ca":true},{"name":"Samrawit Lemma","is_ca":true},{"name":"Chelsea Tao","is_ca":true},{"name":"Joseph Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08748879358310294,"gpt":0.3582908303813679,"spread":0.270802036798265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01173072,0.0004802468,0.004739677,0.0007249351,0.000703203,0.0000631718,0.0007407594,0.0002742076,5.971917e-7],"category_scores_gemma":[0.00006273943,0.0002816554,0.0001614159,0.001876535,0.0001921082,0.0001446219,0.0001257264,0.001007803,0.000006871146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125068,"about_ca_system_score_gemma":0.002407787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1847726,"about_ca_topic_score_gemma":0.03262757,"domain_scores_codex":[0.9905093,0.00212033,0.005982904,0.0004380992,0.0001938835,0.0007554551],"domain_scores_gemma":[0.9922655,0.0006561994,0.005770642,0.001003293,0.0001003831,0.0002039717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006610118,0.00006159354,0.0003978705,0.9085201,0.00004302404,8.147175e-7,0.02495611,0.000002136909,5.480215e-10,0.02230375,0.000005819782,0.04370219],"study_design_scores_gemma":[0.0002948412,0.000235913,0.001882786,0.32899,0.00000194648,0.00000845801,0.004786593,0.00005147238,5.573702e-9,0.0007045994,0.6628688,0.0001745392],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002410332,0.9890662,0.00000102434,0.003209983,0.0002315376,0.004376134,0.0005958028,0.00001850964,0.00009043382],"genre_scores_gemma":[0.00750904,0.9884826,0.00001455672,0.003377544,0.0000727247,0.0003759234,0.00009929753,0.00005251383,0.00001581121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.662863,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391138864","doi":"10.1177/11786329231222858","title":"Palliative Care for Newborns in India: Patterns of Care in a Neonatal Palliative Care Program at a Tertiary Government Children’s Hospital","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Tertiary care; Palliative care; Medicine; Government (linguistics); Nursing; Family medicine","authors":[{"name":"Mohammad Ishak Tayoob","is_ca":false},{"name":"Spandana Rayala","is_ca":false},{"name":"Megan Doherty","is_ca":true},{"name":"Hima Bindu Singh","is_ca":false},{"name":"Swapna Lingaldinna","is_ca":false},{"name":"Gayatri Palat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01116305139794064,"gpt":0.3253454750323144,"spread":0.3141824236343738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001275278,0.0004701562,0.0009761124,0.0002374164,0.0001139565,0.00003677748,0.0002720129,0.0002549561,0.00001769278],"category_scores_gemma":[0.0000141684,0.0004256333,0.0002319051,0.0004581399,0.00005274888,0.0001920822,0.0002255866,0.0005117045,0.000006727098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331116,"about_ca_system_score_gemma":0.0007684667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009659481,"about_ca_topic_score_gemma":0.1740894,"domain_scores_codex":[0.9962077,0.0001652806,0.001068009,0.0009235355,0.0009505178,0.0006849211],"domain_scores_gemma":[0.9984561,0.0001923541,0.0003502817,0.0004831388,0.0001991672,0.0003190209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003048869,0.000167772,0.4696603,0.02386389,0.00009516288,0.00006024945,0.4929815,0.000006452024,0.000001364139,0.0000614926,0.00002100052,0.01277595],"study_design_scores_gemma":[0.003323401,0.002610826,0.8286049,0.01062556,0.00005547872,0.000002083279,0.1492058,0.0001082688,0.0003049947,0.00002613289,0.004799024,0.0003334682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230437,0.06665775,0.00001308503,0.001388948,0.000451602,0.006362391,0.001827943,0.0001303049,0.000124298],"genre_scores_gemma":[0.9932805,0.0009294086,0.0005903743,0.002057079,0.0003185825,0.001063714,0.001661239,0.00008555656,0.00001354029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3589446,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4372057546","doi":"10.1177/11786329231169937","title":"Behind the Counter: Exploring Pharmacists’ Stressors and Lessons Learned During the Pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health; Laurentian University; University of Toronto; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Stressor; Thematic analysis; Pharmacy; Preparedness; Health care; Qualitative research; Medicine; Nursing; Acknowledgement; Public health; Workload; Psychology; Public relations; Medical education; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Infectious disease (medical specialty); Management","authors":[{"name":"Zoha Zahoor","is_ca":true},{"name":"Andrew Papadopoulos","is_ca":true},{"name":"Behdin Nowrouzi‐Kia","is_ca":true},{"name":"Patty Ibrahim","is_ca":true},{"name":"Mina Tadrous","is_ca":true},{"name":"Basem Gohar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1738201163648182,"gpt":0.4176581473549461,"spread":0.2438380309901278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004243319,0.0001812125,0.0002262305,0.00009737012,0.0007220442,0.00003491916,0.0003177185,0.00005201701,0.0001550747],"category_scores_gemma":[0.000001999845,0.0001161009,0.0000238827,0.0002663388,0.0000458442,0.0001181247,0.000138919,0.0005708179,0.00002833571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189959,"about_ca_system_score_gemma":0.001212449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892408,"about_ca_topic_score_gemma":0.9996018,"domain_scores_codex":[0.9980522,0.0002463636,0.000387424,0.0003911874,0.0002815579,0.0006412678],"domain_scores_gemma":[0.9989513,0.0003185687,0.0001464211,0.000382002,0.00001754654,0.0001841847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003954227,0.0001007544,0.5501779,0.001810537,0.00007221447,0.0002273177,0.4317701,0.0001450831,0.00004886746,0.0008439171,0.001079237,0.01332865],"study_design_scores_gemma":[0.001074367,0.00003905979,0.8283179,0.000174109,0.000006574273,0.00002115115,0.01819796,0.0001302189,0.00001381603,0.0001661253,0.1517197,0.0001390504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901698,0.001606765,2.059711e-7,0.005702586,0.001242848,0.0005052647,0.00001938908,0.00007078067,0.0006823091],"genre_scores_gemma":[0.9891963,0.001999441,0.00000102635,0.006912571,0.000107086,0.0001805033,0.00002097483,0.00002269203,0.001559388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135721,"threshold_uncertainty_score":0.5553454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409031944","doi":"10.1177/11786329251330032","title":"Understanding Unmet Healthcare Needs in Nigeria: Implications for Universal Health Coverage","year":2025,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Nigerians; Health care; Medicine; Logistic regression; Environmental health; Population; Inequality; Cross-sectional study; Economic growth","authors":[{"name":"Paul Eze","is_ca":false},{"name":"Chioma Lynda Aniebo","is_ca":false},{"name":"Stanley Ilechukwu","is_ca":false},{"name":"Lucky Osaheni Lawani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08570683555588633,"gpt":0.310167422523531,"spread":0.2244605869676447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008933516,0.0002341422,0.0008494147,0.001112217,0.0006994583,0.0000677935,0.000302199,0.0002207495,0.00000971133],"category_scores_gemma":[0.000008250014,0.0002348532,0.000110752,0.001355591,0.00003186981,0.0002903798,0.00006414703,0.000266235,0.0000241752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931366,"about_ca_system_score_gemma":0.0007853093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02511654,"about_ca_topic_score_gemma":0.03618979,"domain_scores_codex":[0.9970632,0.00007911677,0.001477461,0.000536482,0.00004668341,0.0007970227],"domain_scores_gemma":[0.9983641,0.00006978936,0.000683943,0.00050279,0.00005715563,0.0003222078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003033354,0.00007997607,0.04063628,0.004235032,0.0000285515,6.43688e-7,0.008613147,0.00006023791,6.51267e-7,0.9442456,0.0005961438,0.001473387],"study_design_scores_gemma":[0.003219019,0.0005712984,0.1504208,0.001581158,0.000001767356,0.000005620742,0.01299724,0.001229332,0.000002461227,0.4294816,0.3998697,0.0006199919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1906296,0.08736365,0.1680439,0.4925716,0.00965314,0.01305367,0.002908786,0.000673068,0.03510259],"genre_scores_gemma":[0.9789949,0.002990337,0.0002888681,0.01675946,0.0001226382,0.0001235504,0.0001670865,0.00003247184,0.0005206562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7883653,"threshold_uncertainty_score":0.9813972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409350311","doi":"10.1177/11786329251331311","title":"Enhancing Hospital Services: Achieving High Quality Under Resource Constraints","year":2025,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"SERVQUAL; Quality function deployment; Analytic hierarchy process; House of Quality; Service quality; Quality (philosophy); Sample (material); Service (business); Process (computing); Resource (disambiguation); Process management; Operations management; Computer science; Business; Operations research; Engineering; Marketing","authors":[{"name":"Mohammad Ali Beheshtinia","is_ca":false},{"name":"Masood Fathi","is_ca":false},{"name":"Morteza Ghobakhloo","is_ca":false},{"name":"Muhammad Faraz Mubarak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728125833177187,"gpt":0.2817247491457151,"spread":0.2644434908139432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001550514,0.0004327427,0.0006012251,0.0005123841,0.0009488458,0.000577916,0.0006746815,0.0001847274,0.0002746251],"category_scores_gemma":[0.00002897519,0.0004182363,0.0001170333,0.001235624,0.0001203727,0.001680268,0.0004050358,0.0003933224,0.0005388252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145805,"about_ca_system_score_gemma":0.0001543028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004894799,"about_ca_topic_score_gemma":0.002175965,"domain_scores_codex":[0.9962928,0.0001818101,0.001239338,0.0009322074,0.0006292841,0.0007245874],"domain_scores_gemma":[0.9976304,0.0002260795,0.0008686042,0.0009101016,0.0003046466,0.00006012173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000396298,0.001386884,0.02193929,0.05390508,0.0005374298,0.00002728581,0.006716439,0.0006728484,0.001524547,0.8913575,0.006943897,0.01459253],"study_design_scores_gemma":[0.004542938,0.0001411008,0.1028958,0.006811033,0.0002442948,0.000004760177,0.03434201,0.001641897,0.00126689,0.07683907,0.7688714,0.002398835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294566,0.001776543,0.004323041,0.02290072,0.004831576,0.001726245,0.000009863938,0.001584432,0.03339101],"genre_scores_gemma":[0.9000147,0.00003356037,0.0004130781,0.09734237,0.001219964,0.00004446018,0.0001437103,0.00004911701,0.0007390343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8145184,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008027813","doi":"10.1177/1178632920903731","title":"Predictors of Home Care Costs Among Persons With Dementia, Amyotrophic Lateral Sclerosis, and Multiple Sclerosis in Ontario","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Dementia; Population; Health care; Disease; Gerontology; Environmental health","authors":[{"name":"Clare Cheng","is_ca":true},{"name":"John P. Hirdes","is_ca":true},{"name":"George Heckman","is_ca":true},{"name":"Jeff Poss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03334073180489953,"gpt":0.2486597636033213,"spread":0.2153190317984217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001047434,0.0003271644,0.0007568679,0.0002192613,0.0001805163,0.00004559724,0.0002159559,0.000170931,0.00008754199],"category_scores_gemma":[0.000005923607,0.0002510021,0.00006849364,0.0005194351,0.0001785017,0.0003296501,0.000186304,0.0006101789,0.000007675177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057001,"about_ca_system_score_gemma":0.0004821871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2221505,"about_ca_topic_score_gemma":0.4705922,"domain_scores_codex":[0.9971991,0.0001465709,0.0006147981,0.000649013,0.0007287023,0.0006618664],"domain_scores_gemma":[0.9983581,0.0000504655,0.0002335718,0.0003450915,0.0001789088,0.0008338711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006831127,0.0001073497,0.9535846,0.001827437,0.00011657,0.00002480041,0.04155967,0.0000420851,0.001758968,0.000006724021,0.00002932976,0.0002593632],"study_design_scores_gemma":[0.004577559,0.001690378,0.987923,0.002810289,0.00005893862,0.000004076852,0.001304238,0.0009009044,0.0002142669,0.000002367601,0.0002994674,0.0002145708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944034,0.002715371,0.000003309808,0.001330617,0.00007027351,0.001254464,0.0000290869,0.00007136555,0.0001221339],"genre_scores_gemma":[0.9969644,0.0006700151,0.0003691641,0.00167919,0.00008608412,0.00004359666,0.0001044581,0.00005447399,0.00002860982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484417,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109617504","doi":"10.1177/1178632920972655","title":"Adaptation and Feasibility of the interRAI Family Carer Needs Assessment in a Pediatric Setting","year":2020,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Adaptation (eye); Needs assessment; Medicine; Nursing; Focus group; Family medicine; Psychology","authors":[{"name":"Ioana A Stochitoiu","is_ca":true},{"name":"Christina Vadeboncoeur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0793054025305318,"gpt":0.4020464341952789,"spread":0.3227410316647471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004104136,0.0001255475,0.0003051773,0.0001192037,0.0003250326,0.000006718901,0.0001608138,0.0001124381,0.00001181901],"category_scores_gemma":[0.00001871764,0.00008917933,0.00004113702,0.0007661432,0.00002196381,0.0001174057,0.0001471893,0.0005019437,0.000004058062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801006,"about_ca_system_score_gemma":0.0007073244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865853,"about_ca_topic_score_gemma":0.004302026,"domain_scores_codex":[0.9978602,0.0006755213,0.0006920349,0.0002363854,0.000242743,0.0002931283],"domain_scores_gemma":[0.9988989,0.00018017,0.0004355747,0.0002211695,0.0001209204,0.0001432962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007423499,0.00005353933,0.5752022,0.006016816,0.000005849784,5.309413e-7,0.415511,0.00003097804,0.00004855358,0.0002987706,0.0005716474,0.00218585],"study_design_scores_gemma":[0.0007635185,0.0001311987,0.8981475,0.0003026323,0.00001475156,2.748763e-7,0.09697105,0.001855957,0.000002376531,0.0002697958,0.001458174,0.00008282706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871688,0.002195348,0.00004478085,0.007796129,0.0006946643,0.0009737412,0.00001009073,0.0000375528,0.001078908],"genre_scores_gemma":[0.993727,0.0003099143,0.0002892972,0.005374155,0.0002309421,0.00002819859,0.00001193046,0.00001293521,0.00001566656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3229452,"threshold_uncertainty_score":0.5844039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315780649","doi":"10.1177/11786329221147270","title":"Impacts of COVID-19 on Neuropsychomotor Development From the Perspective of the International Classification of Functioning, Disability and Health in a Case Series of Children Aged 4 to 24 Months Assessed in Land and Aquatic Settings","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pandemic; Biopsychosocial model; Psychology; Medicine; Developmental psychology; Coronavirus disease 2019 (COVID-19); Pediatrics; Psychiatry; Disease","authors":[{"name":"Deborah Fernandes Lucas","is_ca":false},{"name":"Stephany Ferreira de Souza","is_ca":false},{"name":"Beatriz Komar de Carvalho","is_ca":false},{"name":"Jéssica Biernaski","is_ca":false},{"name":"Mariane Borato","is_ca":false},{"name":"Tainá Ribas Mélo","is_ca":false},{"name":"Luize Bueno de Araújo","is_ca":false},{"name":"e Vera Lúcia Israel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03171997790855204,"gpt":0.3305921596133986,"spread":0.2988721817048466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615961,0.00009163294,0.0002766495,0.0001108591,0.00006969382,0.000005904029,0.00008002103,0.0000362758,0.000003522609],"category_scores_gemma":[0.00009471834,0.00005797336,0.00001711505,0.0003631942,0.00007141912,0.00006118631,0.00005328141,0.0001140383,1.01584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788966,"about_ca_system_score_gemma":0.0004708853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01436657,"about_ca_topic_score_gemma":0.04218332,"domain_scores_codex":[0.9987994,0.0001693513,0.0005118194,0.0001968467,0.0002173203,0.0001052547],"domain_scores_gemma":[0.9990661,0.0002363978,0.000377237,0.0001835221,0.00005650691,0.00008021315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003983179,0.00004436099,0.8788399,0.000641537,0.00002393941,0.000002315758,0.1194703,0.000005925983,0.000159004,0.00004134153,0.00004372113,0.0003293802],"study_design_scores_gemma":[0.001040166,0.0001950726,0.9901927,0.0007496404,0.000004805017,0.00001463078,0.007173954,0.0001743025,0.0002072873,0.0001352328,0.0000671952,0.00004498924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986076,0.0001636842,0.000001528414,0.01264911,0.00008749788,0.0009195742,0.00006473864,0.000007347383,0.00003054221],"genre_scores_gemma":[0.998168,0.00009947929,0.0001917819,0.001411536,0.00001369023,0.00001779339,0.0000892545,0.000006091329,0.000002359275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122964,"threshold_uncertainty_score":0.9921969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388677074","doi":"10.1177/11786329231211774","title":"How Might We Have Known? Using Administrative Data to Predict 30-Day Hospital Readmission in Clients Receiving Home Care Services from 2018 to 2021","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Agency of Canada; University of Ottawa; Sinai Health System; Public Health Ontario; Toronto Metropolitan University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Logistic regression; Hospital readmission; Descriptive statistics; Health care; Demographics; Acute care; Emergency medicine; Family medicine; Medical emergency; Nursing","authors":[{"name":"Marianne Saragosa","is_ca":true},{"name":"Katherine Zagrodney","is_ca":true},{"name":"Prakathesh Rabeenthira","is_ca":true},{"name":"Emily C. King","is_ca":true},{"name":"Sandra McKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06997364125741583,"gpt":0.3628218667738638,"spread":0.292848225516448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003047129,0.0004484325,0.0007352492,0.0005438907,0.0003099445,0.0001618797,0.0005203031,0.0001812676,0.0001221127],"category_scores_gemma":[0.00001827127,0.0003671049,0.00005936465,0.0009991424,0.00001934115,0.0005976083,0.0008411123,0.000209802,0.0003648499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004951834,"about_ca_system_score_gemma":0.0003549524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004525382,"about_ca_topic_score_gemma":0.01908843,"domain_scores_codex":[0.9963731,0.0002198492,0.0006165477,0.001259623,0.0007233491,0.0008075468],"domain_scores_gemma":[0.9971181,0.0001085698,0.0002067255,0.00137769,0.0001480158,0.001040969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001213923,0.002260974,0.2652495,0.01604478,0.0009104715,0.002900023,0.6041282,0.0001574802,0.001559357,0.00006061357,0.04432696,0.06118775],"study_design_scores_gemma":[0.003152284,0.002314766,0.2250723,0.01278628,0.0001757946,0.00000314645,0.06156069,0.00494811,0.0003913938,0.00006525282,0.6887916,0.0007383947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593993,0.00223905,0.0000296506,0.03309805,0.00111321,0.003181518,0.0003827191,0.000201176,0.000355346],"genre_scores_gemma":[0.986272,0.001055915,0.003709485,0.003183876,0.000834663,0.0001147116,0.003611222,0.00008395595,0.001134164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6444646,"threshold_uncertainty_score":0.9998781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902023892","doi":"10.1177/1178632918813321","title":"Opioid-Related Harms: Simplistic Solutions to the Crisis Ineffective and Cause Collateral Damage","year":2018,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Collateral damage; Opioid; Heroin; Fentanyl; Medicine; Narrative review; Opioid use disorder; Collateral; Substance abuse; Addiction; Psychiatry; Intensive care medicine; Anesthesia; Psychology; Drug; Business; Internal medicine; Finance; Criminology","authors":[{"name":"Romayne Gallagher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01735534918058074,"gpt":0.3181214081874912,"spread":0.3007660590069104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001436392,0.0002351816,0.0003460041,0.0001531572,0.0007208888,0.00005098913,0.00012332,0.00009090022,0.00006685752],"category_scores_gemma":[0.00001016293,0.0001514343,0.00004110345,0.0005162142,0.000079368,0.0001093151,0.0001483924,0.0001710466,0.0003015911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207313,"about_ca_system_score_gemma":0.0001917383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004650359,"about_ca_topic_score_gemma":0.005922448,"domain_scores_codex":[0.9983994,0.0001375474,0.000345237,0.000418273,0.0002280566,0.0004714439],"domain_scores_gemma":[0.9986719,0.00009755274,0.0001064568,0.0005284146,0.0001916905,0.000403998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001997291,0.003163539,0.03764052,0.007864877,0.002367907,0.0002992779,0.8712485,0.0001307001,0.000724231,0.008781664,0.05630403,0.009477438],"study_design_scores_gemma":[0.006346504,0.00542344,0.8569961,0.001383431,0.000585167,0.0001143915,0.01277341,0.006287263,0.0003034695,0.002661259,0.1065243,0.0006012201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803605,0.001968344,0.00004499839,0.01392377,0.0004771984,0.002002609,0.00004682008,0.0001382537,0.001037489],"genre_scores_gemma":[0.9819829,0.0002681146,0.000259801,0.0168956,0.0001939246,0.0001316528,0.00007442333,0.00003316196,0.0001604241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8584751,"threshold_uncertainty_score":0.7029982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221118214","doi":"10.1177/11786329221078124","title":"interRAI Pediatric Home Care (PEDS-HC) Assessment Tool: Evaluating Ontario Healthcare Workers’ Experience","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Agricultural Research Institute of Ontario","funders":"","keywords":"Medicine; Health care; Nursing; Needs assessment; Equity (law); Service (business); Focus group; Quality (philosophy); Business","authors":[{"name":"Anisha Lynch‐Godrei","is_ca":true},{"name":"Megan Doherty","is_ca":true},{"name":"Christina Vadeboncoeur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06447492746218361,"gpt":0.4408644538077359,"spread":0.3763895263455523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025801,0.0004647966,0.0008078308,0.0004690393,0.006218108,0.0000514141,0.0007891913,0.0002127641,0.002028747],"category_scores_gemma":[0.00001008238,0.0004527561,0.0001757892,0.001176466,0.00003391766,0.0003432262,0.0008663567,0.002214633,0.0000991546],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005970077,"about_ca_system_score_gemma":0.006653639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1619667,"about_ca_topic_score_gemma":0.2570753,"domain_scores_codex":[0.9924753,0.002000433,0.001597247,0.001014015,0.001421895,0.001491119],"domain_scores_gemma":[0.9966215,0.0003394947,0.00108095,0.0009812345,0.0004574059,0.0005193486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001553448,0.0001083793,0.2922928,0.002973728,0.00001689482,0.00001451361,0.6971183,0.00007001443,0.000003390321,0.0002019752,0.003043416,0.004001196],"study_design_scores_gemma":[0.00178409,0.001399225,0.365819,0.0004672716,0.00004864364,0.00001096538,0.5349675,0.0001862454,8.859341e-7,0.0003883416,0.09431747,0.0006103585],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744293,0.00822599,0.0000333823,0.002744948,0.009680491,0.002252814,0.00005228339,0.0003642085,0.002216548],"genre_scores_gemma":[0.9864763,0.000209286,0.001267815,0.007708394,0.00108061,0.001396792,0.0003971256,0.0000840324,0.001379653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621508,"threshold_uncertainty_score":0.9997924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401287657","doi":"10.1177/11786329241266675","title":"The Medical Complexity of Newly Admitted Long-Term Care Residents Before and During the COVID-19 Pandemic in Ontario, British Columbia, and Alberta: A Serial Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; Brock University; Dalhousie University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Pandemic; Long-term care; Medicine; Cross-sectional study; Population; Psychological intervention; Minimum Data Set; Coronavirus disease 2019 (COVID-19); Pneumonia; Geriatrics; Descriptive statistics; Gerontology; Demography; Pediatrics; Emergency medicine; Environmental health; Disease; Nursing homes; Psychiatry; Nursing; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Razan Al-Sharkawi","is_ca":true},{"name":"Luke Turcotte","is_ca":true},{"name":"John P. Hirdes","is_ca":true},{"name":"George Heckman","is_ca":true},{"name":"Caitlin McArthur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04304042125959431,"gpt":0.3948145940662408,"spread":0.3517741728066465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008858799,0.0001477321,0.0003738188,0.00006970338,0.002506657,0.0002600678,0.000266898,0.0002417992,0.0002310527],"category_scores_gemma":[0.0000606896,0.0001242656,0.00004321087,0.0002830623,0.0002830802,0.0001530716,0.0002900957,0.0009244579,0.000003300009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554011,"about_ca_system_score_gemma":0.00237038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658329,"about_ca_topic_score_gemma":0.9998421,"domain_scores_codex":[0.9968401,0.0007295295,0.0009113566,0.0004673486,0.0005764309,0.0004751908],"domain_scores_gemma":[0.9981746,0.0008275342,0.0002174957,0.000276263,0.000122606,0.0003814744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651635,0.00004350286,0.8972824,0.003033801,0.00003260779,0.00005174239,0.09897247,6.046946e-7,4.438137e-7,0.00001288991,0.0001095808,0.0002948183],"study_design_scores_gemma":[0.002086831,0.0002093149,0.9815758,0.000720318,0.00001588756,0.0001037722,0.01372216,0.00001662496,5.003861e-8,0.0004802431,0.0009715453,0.00009740574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912818,0.00446679,6.06743e-7,0.0006464785,0.001800559,0.001652861,0.0000351125,0.0000566602,0.00005913873],"genre_scores_gemma":[0.9975259,0.0003689066,0.000004168786,0.000809001,0.0003219782,0.0001076001,0.00005945676,0.00002113548,0.0007818047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08525031,"threshold_uncertainty_score":0.9987919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391294320","doi":"10.1177/11786329231222408","title":"Cross-Sector Collaboration to Improve Access to Community Services for People Living With Diabetes: Contributions From Actor-Network Theory","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Centre Integre de Sante et de Services Sociaux de Laval","funders":"Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux","keywords":"Participatory action research; Contextualization; Public relations; Agency (philosophy); Community health; Mediation; Knowledge management; Actor–network theory; Citizen journalism; Community mobilization; Action research; Public health; Business; Political science; Sociology; Medicine; Nursing; Computer science; Social science","authors":[{"name":"Géraldine Layani","is_ca":true},{"name":"Alexandre Tremblay","is_ca":true},{"name":"Marie‐Thérèse Lussier","is_ca":true},{"name":"Isabelle Godbout","is_ca":false},{"name":"H. Bihan","is_ca":true},{"name":"Claire Gosselin","is_ca":true},{"name":"Mégane Pierre","is_ca":true},{"name":"Aude Motulsky","is_ca":true},{"name":"Isabelle Brault","is_ca":true},{"name":"Isabel Rodrigues","is_ca":true},{"name":"Janusz Kaczorowski","is_ca":true},{"name":"Marie‐Claude Vanier","is_ca":true},{"name":"Sopie Marielle Yapi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1387533342032747,"gpt":0.5611274867211113,"spread":0.4223741525178367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004426328,0.0003887926,0.0006801994,0.0003364926,0.00654175,0.0006557588,0.001134113,0.0002461838,0.0004857001],"category_scores_gemma":[0.0003021834,0.0003216431,0.00005822569,0.002711146,0.00004998692,0.002017616,0.0005680003,0.0008291995,0.0003828907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337548,"about_ca_system_score_gemma":0.003044608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01138374,"about_ca_topic_score_gemma":0.2791225,"domain_scores_codex":[0.9925248,0.002956299,0.001433094,0.0007602159,0.0005955418,0.001730054],"domain_scores_gemma":[0.9828492,0.01310631,0.0005363016,0.0009547415,0.001292243,0.001261226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005050345,0.0001661825,0.1689543,0.02585018,0.0001759657,0.000001516964,0.7832668,0.0006673497,0.0005952663,0.008735636,0.009476254,0.001605463],"study_design_scores_gemma":[0.001841485,0.001449032,0.6437657,0.01009252,0.00006567747,3.888349e-7,0.04215786,0.003557353,0.0001966071,0.009856889,0.2860788,0.0009376539],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565549,0.0003095526,0.007403785,0.02099187,0.002772512,0.007383476,0.003785753,0.0005353292,0.0002628658],"genre_scores_gemma":[0.8590515,0.00002490133,0.001855581,0.1334227,0.001423648,0.003605707,0.0003400781,0.00007639662,0.0001994482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741109,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415835982","doi":"10.1177/11786329251388774","title":"Defining and Measuring the Goldilocks Zone in Healthcare: A Review of Metrics and Models","year":2025,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Goldilocks principle; Operationalization; Health care; Disinvestment; Underpinning; Key (lock); Healthcare system; Balance (ability)","authors":[{"name":"Chun En Yau","is_ca":false},{"name":"Kemin Zhou","is_ca":true},{"name":"Jason Chin Huat Yap","is_ca":false},{"name":"Isaac KS Ng","is_ca":false},{"name":"Qin Xiang Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1000727982354526,"gpt":0.448574100221921,"spread":0.3485013019864683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003809667,0.0006355777,0.004671208,0.0009314978,0.0009539894,0.00001487403,0.0005757753,0.0006624669,0.00001143292],"category_scores_gemma":[0.0001239502,0.0004145288,0.0001994292,0.002159162,0.00007567194,0.0002203148,0.0007948686,0.002317917,0.000009406602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009463052,"about_ca_system_score_gemma":0.008977219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113414,"about_ca_topic_score_gemma":0.009828012,"domain_scores_codex":[0.9907428,0.003267925,0.003602513,0.0007947062,0.0005728436,0.001019195],"domain_scores_gemma":[0.9917656,0.004325041,0.00224305,0.0009569118,0.0003163822,0.0003930017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005795695,0.00001426106,0.00006719028,0.6641087,0.00002649078,0.000003134693,0.001177346,1.004254e-7,7.994637e-10,0.007122393,0.0006407232,0.3268339],"study_design_scores_gemma":[0.0002469142,0.00004791896,0.00005699655,0.382804,0.0001370712,0.000006142508,0.0001606129,0.00001742215,5.012886e-9,0.0006966486,0.61564,0.0001862618],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004592817,0.9838592,0.00001958698,0.007765463,0.0006088958,0.004924632,0.00009737731,0.00006207242,0.002658192],"genre_scores_gemma":[0.00001876167,0.9270963,0.0003488936,0.07148784,0.00009692778,0.0006147247,0.0001005394,0.00005542181,0.0001805994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6149992,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379508780","doi":"10.1177/11786329231178767","title":"Is 911 The Answer? A Retrospective Review of Emergency Medical Services Use by Home Care Providers","year":2023,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto","funders":"","keywords":"Medical emergency; Health care; Work (physics); Medicine; Emergency medical services; Medical record; Nursing","authors":[{"name":"Sandra McKay","is_ca":true},{"name":"Emmelie T.C.L. Mohammed","is_ca":false},{"name":"Meghla Roy","is_ca":false},{"name":"Vivian Hung","is_ca":false},{"name":"Matthew C. Wong","is_ca":false},{"name":"Bonnie Lum","is_ca":false},{"name":"Emily C. King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05266088375950997,"gpt":0.4000284686693134,"spread":0.3473675849098035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005922606,0.0009114653,0.004488542,0.0002271877,0.000452661,0.00001782078,0.0009068427,0.0005421524,0.0004982673],"category_scores_gemma":[0.00007621464,0.0005184505,0.00108094,0.001982205,0.000128315,0.0002355526,0.0004170447,0.001124047,0.0001264426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003134534,"about_ca_system_score_gemma":0.001299887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799336,"about_ca_topic_score_gemma":0.0027201,"domain_scores_codex":[0.9932715,0.0005328378,0.002599342,0.001062186,0.001797603,0.0007364912],"domain_scores_gemma":[0.9951641,0.0002240543,0.001748624,0.001367848,0.001002442,0.0004929349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009992136,0.00006470083,0.0001182121,0.8853921,0.0008277348,0.00003208728,0.008715761,3.867299e-9,2.541715e-8,0.00005846799,0.06848675,0.03629421],"study_design_scores_gemma":[0.0001563275,0.0002156148,0.00006293201,0.3392159,0.001098364,0.00001456616,0.001393787,0.000001388706,1.955626e-7,0.00002980677,0.6575342,0.0002768516],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002604527,0.9890631,5.443258e-7,0.003125232,0.002086227,0.004123624,0.0007447958,0.000180531,0.000649936],"genre_scores_gemma":[0.000009192849,0.9841175,0.00001640882,0.01283447,0.0006215115,0.0004533849,0.001310845,0.0001483725,0.0004883282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5890475,"threshold_uncertainty_score":0.9997267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411577477","doi":"10.1177/11786329251348295","title":"Healthcare Providers’ Perceptions of Vulnerability to Domestic Sex Trafficking in Ontario: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Sex work and related issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Vulnerability (computing); Qualitative research; Sex trafficking; Health care; Perception; Human trafficking; Business; Political science; Psychology; Criminology; Computer security; Sociology; Computer science","authors":[{"name":"Corinne Rogers","is_ca":true},{"name":"Soumyaa Veerakumar Subramanium","is_ca":true},{"name":"Rhonelle Bruder","is_ca":true},{"name":"Robín Masón","is_ca":true},{"name":"Janice Du Mont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340308152473679,"gpt":0.4279354490293134,"spread":0.3939046337819455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483055,0.0001515433,0.0004567098,0.0003520318,0.0007466503,0.00004102321,0.0002890402,0.0001355099,0.00005687607],"category_scores_gemma":[0.00003701555,0.000135422,0.00004901545,0.00110944,0.0001071635,0.0001650958,0.00005832409,0.0004032163,0.00001183621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009150556,"about_ca_system_score_gemma":0.001737697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8455639,"about_ca_topic_score_gemma":0.9815184,"domain_scores_codex":[0.9961463,0.00192807,0.0006847629,0.0004288431,0.0003830484,0.0004289943],"domain_scores_gemma":[0.9987515,0.0004292865,0.0001562205,0.0002808387,0.0001661718,0.0002160065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003513554,0.0004766247,0.03084782,0.0002966095,0.00001842835,0.000002929196,0.9657311,0.0001383921,0.000001775209,0.0009805034,0.00002751943,0.001443175],"study_design_scores_gemma":[0.0003821986,0.0002756283,0.1097282,0.0005468464,0.000006758397,1.196764e-7,0.882486,0.00002618278,0.00000123744,0.002475248,0.003966724,0.0001048003],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876783,0.0008345632,0.00001731246,0.005940054,0.0003631129,0.002013715,0.000001377534,0.00007564233,0.003075954],"genre_scores_gemma":[0.996681,0.00005389649,0.0002256963,0.00201639,0.0000287609,0.00009530037,0.000005904691,0.000007697323,0.0008853874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359545,"threshold_uncertainty_score":0.5742706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407756756","doi":"10.1177/11786329251320431","title":"Privacy Matters: Experiences of Rural and Remote Emergency Department Patients – A Mixed-Methods Research Conducted in Newfoundland and Labrador, Canada","year":2025,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Industry, Energy and Technology; Faculty of Medicine, Memorial University of Newfoundland; Canadian Institutes of Health Research","keywords":"Emergency department; Triage; Medicine; Logistic regression; Demographics; Family medicine; Patient experience; Health care; Demography; Medical emergency; Nursing","authors":[{"name":"Aswathy Geetha Manukumar","is_ca":true},{"name":"Matthew Miller","is_ca":true},{"name":"Christopher Patey","is_ca":true},{"name":"Hensley H. Mariathas","is_ca":true},{"name":"Nahid Rahimipour Anaraki","is_ca":true},{"name":"Anna Walsh","is_ca":true},{"name":"Oliver Hurley","is_ca":true},{"name":"Dorothy Senior","is_ca":true},{"name":"Holly Etchegary","is_ca":true},{"name":"Paul Norman","is_ca":false},{"name":"Peter Wang","is_ca":true},{"name":"Shabnam Asghari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03781972500029965,"gpt":0.399992607179558,"spread":0.3621728821792583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855979,0.0001408307,0.0003800719,0.0002693246,0.0001723147,0.00001313941,0.0001265552,0.00006799827,0.00002503654],"category_scores_gemma":[0.00003909136,0.0001168742,0.00001476528,0.0005785828,0.00008260837,0.0001461181,0.000181507,0.0002074174,4.727436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075285,"about_ca_system_score_gemma":0.0006172614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5772836,"about_ca_topic_score_gemma":0.5903639,"domain_scores_codex":[0.9980518,0.0004841436,0.0005338566,0.0002442498,0.0003384771,0.0003475084],"domain_scores_gemma":[0.9990213,0.0001842954,0.0001336049,0.0002704522,0.0001802723,0.0002100604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001115236,0.0006995072,0.5876101,0.01438033,0.000133524,0.00003122711,0.2668884,9.589215e-7,0.0003528383,0.0005165199,0.003415755,0.1248556],"study_design_scores_gemma":[0.003201524,0.0007406714,0.9183258,0.002288103,0.00001908686,0.000005089021,0.03491667,0.0003972769,0.0004251829,0.001844109,0.0376368,0.0001997081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914915,0.004986055,0.00001033212,0.001990732,0.0004077579,0.0007484268,0.000008255389,0.00001088987,0.0003460835],"genre_scores_gemma":[0.9947966,0.001556622,0.001484728,0.001994991,0.00001747866,0.00002041301,0.00005525267,0.000007611899,0.00006635436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307157,"threshold_uncertainty_score":0.4765993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390695649","doi":"10.1177/11786329231222122","title":"Identifying a Cohort of People Who Are Transgender and Gender-Diverse Within Saskatchewan’s Administrative Health Databases","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Health; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Cohort; Medicine; Health care; Population; Pharmacy; Retrospective cohort study; Demography; Family medicine; Cohort study; Gerontology; Emergency department; Database; Environmental health; Nursing; Internal medicine","authors":[{"name":"G Rose","is_ca":true},{"name":"Seanna Goalen","is_ca":true},{"name":"Megan Clark","is_ca":true},{"name":"Stéphanie J. Madill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1363479804658736,"gpt":0.4346279126112079,"spread":0.2982799321453342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007291737,0.0003725133,0.0008852275,0.0003992549,0.0005455938,0.0001049391,0.0002820472,0.0001563138,0.0003083704],"category_scores_gemma":[0.000004576864,0.0003471168,0.000105803,0.0006065978,0.0001286807,0.0004956227,0.00008900985,0.0004862199,0.000108419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784552,"about_ca_system_score_gemma":0.00146474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0934195,"about_ca_topic_score_gemma":0.1928911,"domain_scores_codex":[0.9962192,0.0005963165,0.001078459,0.0008934062,0.0004749268,0.0007376971],"domain_scores_gemma":[0.9978876,0.0002006336,0.0005425913,0.0006267377,0.0001120017,0.0006305096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001795958,0.0003727281,0.09840856,0.08339286,0.0004258043,0.0001142057,0.7837656,0.000004586857,0.00001201101,0.02204034,0.009692401,0.001591367],"study_design_scores_gemma":[0.001578978,0.0006920166,0.8010368,0.001950709,0.000219119,0.0001982162,0.1773257,0.000296268,0.0000235505,0.004017553,0.01192937,0.0007317673],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280789,0.05855385,0.0004457803,0.00322887,0.002747308,0.001509439,0.0009065019,0.0002853934,0.004243948],"genre_scores_gemma":[0.9877848,0.004809065,0.0004390187,0.004888492,0.0004078548,0.00006641441,0.000187524,0.00006215686,0.001354661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7026283,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990979045","doi":"10.1177/1178632919888631","title":"Factors Associated With Opiate Use Among Psychiatric Inpatients: A Population-Based Study of Hospital Admissions in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Opiate; Residence; Psychiatry; Mental health; Population; Substance abuse; Comorbidity; Chronic pain; Mental illness; Demography; Environmental health; Internal medicine","authors":[{"name":"Oluwakemi Olanike Aderibigbe","is_ca":true},{"name":"Anthony Renda","is_ca":false},{"name":"Christopher M. Perlman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01556113862634361,"gpt":0.2578241343371038,"spread":0.2422629957107602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004240883,0.0002465864,0.0005569399,0.000253993,0.00008676287,0.00001154116,0.00009683751,0.00007262559,0.00009354389],"category_scores_gemma":[0.00001192831,0.0001730389,0.00003439258,0.0005697169,0.000004546153,0.0001637237,0.00002191645,0.0002184067,0.000001001044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516909,"about_ca_system_score_gemma":0.003252623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961318,"about_ca_topic_score_gemma":0.999643,"domain_scores_codex":[0.9980953,0.0001012195,0.0005707854,0.0003553729,0.0005664724,0.0003108982],"domain_scores_gemma":[0.9985755,0.0000925413,0.0004601142,0.0004079228,0.0001388286,0.0003250753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008690383,0.003352927,0.981951,0.000247056,0.00008248165,0.000006621467,0.01380396,0.0004496459,1.490611e-7,0.000002648282,0.000009229938,0.000007407061],"study_design_scores_gemma":[0.005305596,0.003457676,0.9857676,0.0007275528,0.00005710566,3.773446e-8,0.004161412,0.0003257658,0.00000193166,0.000003468362,0.00004028383,0.0001515455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968125,0.00006502583,1.505986e-7,0.0001094232,0.0003374189,0.00258477,0.00001997972,0.00003063428,0.00004007864],"genre_scores_gemma":[0.9987333,0.000001758813,0.00002812182,0.0004736363,0.000005311678,0.00004043125,0.000603542,0.00002959436,0.00008428715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009642546,"threshold_uncertainty_score":0.7056322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}