{"id":"W4387613855","doi":"10.1016/j.clinimag.2023.110007","title":"Disability, an often-overlooked aspect of equity, diversity, and inclusion among radiology departments in Canada and the United States","year":2023,"lang":"en","type":"review","venue":"Clinical Imaging","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Equity (law); Inclusion (mineral); Diversity (politics); Ethnic group; Cultural diversity; Quarter (Canadian coin); Family medicine; Medical education; Political science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003948091,0.0005805663,0.002197265,0.006491843,0.001118968,0.003569542,0.001318055,0.001369231,0.001855238],"category_scores_gemma":[0.01054513,0.000287327,0.0009428571,0.01188838,0.001406105,0.001282302,0.001473335,0.001579714,0.0001595134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186356,"about_ca_system_score_gemma":0.05719802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5405259,"about_ca_topic_score_gemma":0.7868028,"domain_scores_codex":[0.9984786,0.000259339,0.0002525114,0.0001508658,0.0006924511,0.0001662206],"domain_scores_gemma":[0.9925525,0.003705221,0.0009166867,0.00007421491,0.002187363,0.0005640185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000707649,0.00004205436,0.004556402,0.07785931,0.0006303352,0.0001278523,0.0006271417,0.0002494804,0.0001050725,0.004787643,0.02951349,0.8814306],"study_design_scores_gemma":[0.00005854813,0.0000964276,0.0652826,0.3144914,0.004087519,0.0009997548,0.003708342,0.0002387732,0.0002103571,0.003631187,0.6070442,0.0001507731],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001906252,0.9986653,0.00001360058,0.000677032,0.00006774857,0.000003036746,0.00004307109,0.000001333823,0.0003381859],"genre_scores_gemma":[0.002933744,0.9964078,0.0000700396,0.0004133945,0.00005660443,0.000004277564,0.00003569272,8.552697e-7,0.00007747489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5405259,"threshold_uncertainty_score":0.9243602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804029960593259,"score_gpt":0.478089595814138,"score_spread":0.2976865997548122,"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."}}