{"id":"W4407976013","doi":"10.1016/j.jtct.2025.01.540","title":"Analysis of the Transplantation and Cellular Therapy Health Equity Literature: Trends By Topic and Disparity over Time","year":2025,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Equity (law); Transplantation; Psychology; Medicine; Economics; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01929947,0.0001799044,0.0007587568,0.01624119,0.001234435,0.004955173,0.001047415,0.001154057,0.006002938],"category_scores_gemma":[0.09868466,0.0002669939,0.0006046293,0.03201749,0.002179025,0.005136428,0.00478797,0.001672839,0.0002286392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006230775,"about_ca_system_score_gemma":0.0151267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02590978,"about_ca_topic_score_gemma":0.02896529,"domain_scores_codex":[0.9896172,0.003756718,0.001599621,0.001127915,0.002797551,0.001100955],"domain_scores_gemma":[0.8690675,0.08141903,0.02467324,0.001732843,0.01956092,0.00354641],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003666652,0.0003085496,0.5648012,0.007575478,0.000563447,0.0004117145,0.05281514,0.0004288308,0.0003809006,0.06811451,0.02810289,0.2761307],"study_design_scores_gemma":[0.00003325892,0.0001545295,0.7584969,0.01308083,0.000389037,0.0006793278,0.1148155,0.0005497764,0.0003116377,0.008059824,0.1033756,0.00005377475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5823002,0.2334166,0.00134714,0.142198,0.0008865956,0.0001855933,0.009122898,0.00002500167,0.03051808],"genre_scores_gemma":[0.9195125,0.06801254,0.0008088349,0.006954439,0.001296571,0.0001722347,0.002104715,0.00002841313,0.001109805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9837588,"threshold_uncertainty_score":0.1020665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251883332786308,"score_gpt":0.3315789375424791,"score_spread":0.299060104214616,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}