{"id":"W4414540316","doi":"10.1097/01.acm.0001124876.95117.bf","title":"Disability Inclusion in Undergraduate Medical Education","year":2025,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Scholarship; Accreditation; Summit; Graduate medical education; Set (abstract data type); Work (physics); Medical school; Academic medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003457632,0.00007709802,0.0001585183,0.00008821559,0.0002929232,0.000004611039,0.0004110874,0.0002106306,0.001257709],"category_scores_gemma":[0.007493841,0.00006484782,0.00001921029,0.0006894995,0.0009458666,0.0000981581,0.0002933319,0.0004034771,0.00002469002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788523,"about_ca_system_score_gemma":0.001708034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008780102,"about_ca_topic_score_gemma":0.005129673,"domain_scores_codex":[0.9980577,0.0003479838,0.0003946583,0.000238427,0.000737493,0.0002238001],"domain_scores_gemma":[0.9991484,0.0003579766,0.00004781278,0.0001853674,0.0000494987,0.0002109608],"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":[0.00001443113,0.0001960434,0.2930447,0.00004336538,0.000004635732,2.428061e-7,0.04330319,6.449082e-7,0.00001719944,0.4201651,0.09577133,0.1474392],"study_design_scores_gemma":[0.0004862327,0.00001643251,0.04256123,0.0005169116,0.0000119172,2.704276e-7,0.0251773,0.00003030569,0.00001092105,0.4065489,0.5245427,0.00009687732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2861938,0.0004910751,0.00007068355,0.6082259,0.001486679,0.0002749524,1.859747e-7,0.00004768541,0.103209],"genre_scores_gemma":[0.9789937,0.000864324,0.00001352281,0.01240017,0.0003875547,0.00004295299,0.000009828603,0.000003097017,0.007284892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6927999,"threshold_uncertainty_score":0.9996553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979734275923671,"score_gpt":0.436051937782114,"score_spread":0.4062545950228773,"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."}}