{"id":"W2594755127","doi":"10.1007/s12630-017-0855-7","title":"Mentorship in a Canadian residency program: faculty and resident needs and experiences","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary; Foothills Medical Centre","funders":"","keywords":"Mentorship; Medical education; Medicine; Nursing; Family medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003938837,0.0002861139,0.0004006548,0.0007590085,0.03055806,0.004998323,0.002964331,0.004915415,0.005023714],"category_scores_gemma":[0.01135475,0.0004495824,0.0004800658,0.0017011,0.003869456,0.001947871,0.004178307,0.00666823,0.0003885296],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04640514,"about_ca_system_score_gemma":0.1309925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8342482,"about_ca_topic_score_gemma":0.9637625,"domain_scores_codex":[0.9934568,0.0007414137,0.0001053294,0.0001471691,0.00135769,0.004191673],"domain_scores_gemma":[0.9707975,0.001021492,0.001006886,0.0001350121,0.005172885,0.02186625],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004188171,0.001862875,0.2093613,0.0003785492,0.00008856372,0.01896944,0.4263965,0.0003103081,0.001862278,0.003964993,0.2382629,0.09812354],"study_design_scores_gemma":[0.00004692693,0.0002716545,0.09950051,0.0003459401,0.00002304758,0.002859718,0.8263597,0.0001980871,0.0001618907,0.0004080443,0.06971832,0.0001061136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.742146,0.002146001,0.0001073448,0.2325884,0.001741877,0.0001108063,0.0001940444,0.00003132975,0.02093418],"genre_scores_gemma":[0.9566482,0.002177722,0.0003793513,0.03045353,0.0003564325,0.00005744693,0.00009714407,0.00002833407,0.009801926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960611,"threshold_uncertainty_score":0.3366945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616538141879504,"score_gpt":0.2995251770916951,"score_spread":0.2633597956729001,"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."}}