{"id":"W4401534342","doi":"10.1097/acm.0000000000005842","title":"“We Need a Seismic Shift”: Disabled Student Perspectives on Disability Inclusion in U.S. Medical Education","year":2024,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"","keywords":"Inclusion (mineral); Thematic analysis; Psychology; Medical education; Medical model of disability; Reflexivity; Perception; Affect (linguistics); Qualitative research; Medicine; Social psychology; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003974188,0.0001682597,0.0002636365,0.0001532591,0.0002994558,0.0000258539,0.0005436246,0.000271917,0.003539719],"category_scores_gemma":[0.00310903,0.0001298787,0.00005024128,0.0008337492,0.001093972,0.000194231,0.0002978664,0.0008390982,0.0001213001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532403,"about_ca_system_score_gemma":0.001284708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984494,"about_ca_topic_score_gemma":0.001238923,"domain_scores_codex":[0.9964318,0.0005106426,0.0005124273,0.0005418342,0.001647088,0.0003561669],"domain_scores_gemma":[0.9985169,0.0007238532,0.00005064581,0.0002599807,0.00003779612,0.0004108269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002835331,0.0003912758,0.01650693,0.00006467303,0.00001196295,0.00000183184,0.7965452,0.000004234587,0.000009760625,0.1367839,0.01516015,0.03449168],"study_design_scores_gemma":[0.0005790124,0.0001453129,0.01589086,0.001760479,0.00003317676,0.000001522502,0.7378033,0.0002815111,0.00000659356,0.09507914,0.1481719,0.0002471993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5697219,0.002029505,0.00002002887,0.4073211,0.001452421,0.0004549665,9.504955e-7,0.0001153606,0.01888375],"genre_scores_gemma":[0.9894449,0.003108482,0.000004654947,0.003603863,0.001615764,0.000116805,0.00001405981,0.00001448928,0.002076987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419723,"threshold_uncertainty_score":0.9973712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123566004133266,"score_gpt":0.4305369963396993,"score_spread":0.3993013362983667,"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."}}