{"id":"W6920802290","doi":"10.6084/m9.figshare.12703878","title":"Additional file 5 of Managing residents in difficulty within CBME residency educational systems: a scoping review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"MEDLINE; Qualitative research; Data collection; Work (physics)","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":[0.003885154,0.001177297,0.001917948,0.007051268,0.0009906448,0.002571107,0.001889152,0.001843389,0.9168122],"category_scores_gemma":[0.06322719,0.0007811807,0.001636101,0.01046194,0.0003179031,0.003629585,0.002002196,0.0009554338,0.1501013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386237,"about_ca_system_score_gemma":0.004934514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287788,"about_ca_topic_score_gemma":0.02369933,"domain_scores_codex":[0.9981928,0.0004047252,0.0006395589,0.0002417178,0.0003399974,0.000181183],"domain_scores_gemma":[0.9247344,0.055716,0.005279293,0.001526588,0.01127528,0.001468488],"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":[0.0002768209,0.0000559172,0.00067848,0.02491786,0.0000497631,0.00004306293,0.00008013253,0.0001309906,0.00005117094,0.0006296724,0.9629175,0.01016864],"study_design_scores_gemma":[0.005594073,0.0002234476,0.01625656,0.04399263,0.0003922453,0.0002608693,0.000660089,0.0005068333,0.0003668928,0.006436449,0.925166,0.0001439557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001109217,0.0001130087,0.0001273506,0.0003575246,0.0000664292,0.0004869606,0.9953394,0.0001879596,0.003210501],"genre_scores_gemma":[0.008211445,0.001815622,0.006922114,0.003615478,0.000634995,0.01572352,0.9085092,0.00129738,0.05327026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9168122,"threshold_uncertainty_score":0.1186572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0916620857204628,"score_gpt":0.3523781297768906,"score_spread":0.2607160440564278,"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."}}