{"id":"W2417182144","doi":"10.1503/cjs.004315","title":"Providing mentorship support to general surgery residents: a model for structured group facilitation","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Mentorship; Facilitation; Medicine; Medical education; Professional development; Faculty development; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00549341,0.0007168486,0.0004775802,0.001758057,0.001086161,0.001933758,0.002573031,0.001379743,0.004343522],"category_scores_gemma":[0.006409504,0.0002154532,0.001250137,0.001208345,0.001546453,0.002045562,0.002469134,0.001972427,0.0012147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798265,"about_ca_system_score_gemma":0.007209269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227366,"about_ca_topic_score_gemma":0.006713476,"domain_scores_codex":[0.9968228,0.001905344,0.0001535372,0.0002084753,0.0007487172,0.0001610969],"domain_scores_gemma":[0.9967019,0.001892208,0.0004524836,0.0001674202,0.0003637768,0.0004221752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001714711,0.0009271202,0.001470104,0.02923588,0.0002930948,0.0003908499,0.004600334,0.001234878,0.0008350179,0.02739394,0.0248329,0.9086144],"study_design_scores_gemma":[0.0008816648,0.002344076,0.008386506,0.04968544,0.0009057919,0.003426228,0.006606725,0.003319544,0.00198335,0.02827149,0.8940426,0.0001465591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04126686,0.7523758,0.06280457,0.03998709,0.005462521,0.007271594,0.0003511241,0.0009566305,0.08952373],"genre_scores_gemma":[0.3006919,0.5421226,0.130314,0.005700467,0.001060624,0.005838027,0.0003150053,0.00009981119,0.01385762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00549341,"threshold_uncertainty_score":0.02905232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2845827305059981,"score_gpt":0.3760330494254778,"score_spread":0.09145031891947963,"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."}}