{"id":"W6939768851","doi":"10.6084/m9.figshare.27000669","title":"Additional file 1 of 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":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Inclusion (mineral); Diversity (politics); Health care; Health professionals; Context (archaeology); MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01145148,0.001014059,0.00234197,0.009134161,0.001148927,0.002974166,0.002110958,0.002114978,0.8382443],"category_scores_gemma":[0.1428045,0.0009702183,0.00217843,0.01134931,0.0005094354,0.003737241,0.002824228,0.001295464,0.06660858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811267,"about_ca_system_score_gemma":0.009510772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392738,"about_ca_topic_score_gemma":0.02746044,"domain_scores_codex":[0.9955278,0.001233356,0.001619698,0.0004757275,0.000852067,0.0002913688],"domain_scores_gemma":[0.826252,0.1493205,0.008329555,0.002503212,0.01240324,0.001191389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005124945,0.000140225,0.001967798,0.1023519,0.0001980791,0.0000614132,0.0005068146,0.0003344625,0.00006206061,0.003100389,0.8564227,0.0343417],"study_design_scores_gemma":[0.008854852,0.0003668535,0.03351203,0.1353941,0.00137504,0.0003519768,0.00272489,0.001252255,0.0004562597,0.0183922,0.7970477,0.0002718595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002658436,0.0002146569,0.0003457368,0.0004010592,0.00007147095,0.001043168,0.9957771,0.0001120007,0.001768852],"genre_scores_gemma":[0.02128872,0.003351166,0.02942653,0.003046963,0.0003441012,0.0866686,0.8286417,0.0007611777,0.02647102],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8382443,"threshold_uncertainty_score":0.2307249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09314450867366378,"score_gpt":0.3932880290571721,"score_spread":0.3001435203835083,"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."}}