{"id":"W2996698267","doi":"10.12927/hcq.2019.26013","title":"The Role of Coaches within Academic Medical Departments: Is There Value to Integrating This into Academic Mentorship Programs?","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Coaching; Medical education; Value (mathematics); Function (biology); Academic medicine; Psychology; Medicine; Computer science","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":[0.008433963,0.0003801361,0.0003742631,0.0008346881,0.006312336,0.004485956,0.002479517,0.001353723,0.003226739],"category_scores_gemma":[0.02463349,0.0002228415,0.0003572708,0.0009857101,0.002191765,0.001424911,0.004110062,0.001912992,0.0003215067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01143491,"about_ca_system_score_gemma":0.04885855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1323384,"about_ca_topic_score_gemma":0.523405,"domain_scores_codex":[0.9885084,0.006085039,0.0002017476,0.0004555037,0.002366359,0.00238295],"domain_scores_gemma":[0.9675784,0.005567162,0.002796725,0.0009941861,0.003473171,0.01959043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009245276,0.008402203,0.2334769,0.001052885,0.0001869678,0.000489618,0.03147299,0.0005821052,0.002243055,0.001742081,0.008199286,0.7112274],"study_design_scores_gemma":[0.0005612048,0.01243229,0.7189851,0.002852804,0.0003275043,0.001080235,0.1564377,0.002050848,0.001849767,0.001204903,0.1019818,0.0002357171],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635871,0.00277518,0.0009764644,0.0175522,0.000256341,0.0004668513,0.00003989995,0.0000701696,0.01427574],"genre_scores_gemma":[0.992573,0.001295628,0.00269083,0.001502463,0.00008129872,0.00009130807,0.00002111939,0.00001029627,0.001733986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323384,"threshold_uncertainty_score":0.2631363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109505676040706,"score_gpt":0.3596670518347707,"score_spread":0.3285719950743636,"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."}}