{"id":"W4396905439","doi":"10.21203/rs.3.rs-4351429/v1","title":"Incorporating Equity, Diversity and Inclusion (EDI) into the Education and Assessment of Professionalism for Healthcare Professionals and Trainees: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Research Square","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health professionals; Equity (law); Inclusion (mineral); Diversity (politics); Medical education; Health care; Medicine; Business; Psychology; Political science","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":[0.03305588,0.001222807,0.006506698,0.01093909,0.001089607,0.006081723,0.002139914,0.003494256,0.003923766],"category_scores_gemma":[0.0796495,0.0009711061,0.006306569,0.00909658,0.002673877,0.005451676,0.004940055,0.002987049,0.0003376266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006057786,"about_ca_system_score_gemma":0.02270605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316203,"about_ca_topic_score_gemma":0.03393454,"domain_scores_codex":[0.9836141,0.006113947,0.004821697,0.001024184,0.003933936,0.0004922129],"domain_scores_gemma":[0.934954,0.05524054,0.005102733,0.0007449912,0.003457873,0.0004997153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001076247,0.00007080381,0.0007836262,0.5389225,0.002658987,0.00004858071,0.0007091267,0.0001885313,0.0001503793,0.003765492,0.003139628,0.4494547],"study_design_scores_gemma":[0.00007612708,0.00009547947,0.00212735,0.9318112,0.0100309,0.0001565833,0.0007535238,0.0001031802,0.0001743579,0.001943379,0.05267985,0.00004809735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002542121,0.9985613,0.0001663432,0.000464094,0.0001487545,0.0001059685,0.00003936411,0.000002794379,0.0002571925],"genre_scores_gemma":[0.003909661,0.9943012,0.001005984,0.0004614755,0.00006542724,0.000139648,0.00003586759,0.000002605524,0.00007822629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03305588,"threshold_uncertainty_score":0.1748183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.319973390672282,"score_gpt":0.6586149713926297,"score_spread":0.3386415807203477,"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."}}