{"id":"W3154047444","doi":"10.1097/sla.0000000000004910","title":"Coaching in Surgical Education: A Systematic Review.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coaching; Medicine; Medical education; General partnership; Intervention (counseling); MEDLINE; Nursing; Psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.01309926,0.001553993,0.006623536,0.01621978,0.0008729409,0.002804215,0.00181914,0.002063566,0.005468087],"category_scores_gemma":[0.04815235,0.001034544,0.005235585,0.01714337,0.0009056074,0.002913663,0.001714341,0.001348139,0.0005133247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329339,"about_ca_system_score_gemma":0.02096111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006636622,"about_ca_topic_score_gemma":0.02643426,"domain_scores_codex":[0.9877796,0.004016356,0.004657708,0.000664059,0.002577416,0.0003048904],"domain_scores_gemma":[0.9658002,0.02151255,0.008222624,0.0004831359,0.003519813,0.0004616247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001239894,0.00002498412,0.0005786147,0.9629267,0.002917624,0.00009556115,0.0002077091,0.00006474716,0.0001229508,0.0001244008,0.001182355,0.03163032],"study_design_scores_gemma":[0.0002089587,0.000185217,0.003238782,0.9599198,0.02242059,0.000360697,0.000409711,0.0000666382,0.0001281807,0.0001333691,0.01290529,0.00002293298],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001246361,0.9960628,0.0002208414,0.0003174274,0.0001448188,0.001175933,0.0004526888,0.00001057318,0.0003686761],"genre_scores_gemma":[0.01703951,0.9777333,0.001793908,0.0005684184,0.00008639233,0.002234615,0.0003254883,0.000006034123,0.000212364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01621978,"threshold_uncertainty_score":0.06927639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818408063860972,"score_gpt":0.36454662518631,"score_spread":0.3163625445477002,"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."}}