{"id":"W4401511437","doi":"10.1001/jama.2024.13720","title":"Race, Gender, and Donor Heart Acceptance","year":2024,"lang":"en","type":"letter","venue":"JAMA","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001852053,0.0000715059,0.0001720284,0.0004433689,0.0009279143,0.001140193,0.0002458442,0.0007452322,0.02087383],"category_scores_gemma":[0.01684345,0.00006622502,0.0002490126,0.000561471,0.0004297516,0.0008511673,0.0003890852,0.001157286,0.002267062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595713,"about_ca_system_score_gemma":0.000780073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967856,"about_ca_topic_score_gemma":0.003089431,"domain_scores_codex":[0.9988419,0.0004739709,0.00008637884,0.00007067848,0.0002266263,0.0003005175],"domain_scores_gemma":[0.9941427,0.002806605,0.001238691,0.0002250998,0.0004943812,0.00109251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008717833,0.0003564121,0.8726522,0.00005963241,0.00004788712,0.001898334,0.001426572,0.00009011931,0.0002100353,0.003329695,0.0565628,0.06249447],"study_design_scores_gemma":[0.0001038973,0.0005208729,0.9161788,0.0007241013,0.0000780247,0.0126299,0.01006494,0.0007330599,0.000544036,0.01150346,0.04685624,0.00006271237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8088965,0.004955051,0.0003289883,0.08343408,0.001371421,0.00003301654,0.0007596549,0.00003902111,0.1001822],"genre_scores_gemma":[0.9895535,0.0009153875,0.00008500013,0.004791286,0.0003993094,0.00002608594,0.00008320723,0.00001418575,0.004132082],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02087383,"threshold_uncertainty_score":0.06982988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298377092844163,"score_gpt":0.3380505325817889,"score_spread":0.2950667616533472,"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."}}