{"id":"W3196633017","doi":"10.1097/ceh.0000000000000382","title":"Complexities of Continuing Professional Development in Context: Physician Engagement in Clinical Coaching.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Coaching; Affordance; Context (archaeology); Medical education; Psychology; Professional development; Medicine","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":[0.009268872,0.0003636312,0.0003357748,0.001184637,0.009154649,0.007407704,0.001544084,0.003618359,0.003592243],"category_scores_gemma":[0.01645719,0.0004606946,0.0003279477,0.001510094,0.01541495,0.005478583,0.009366622,0.004522576,0.0002871157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00753136,"about_ca_system_score_gemma":0.009473938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847123,"about_ca_topic_score_gemma":0.01513646,"domain_scores_codex":[0.9847703,0.01188696,0.0002671833,0.0008186778,0.001323915,0.0009329247],"domain_scores_gemma":[0.977003,0.01749387,0.001973751,0.0005678625,0.0009603137,0.002001256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005861578,0.0001027694,0.01284875,0.001111576,0.00002083817,0.003816205,0.8637989,0.0003046014,0.001348568,0.03741191,0.004254141,0.07492325],"study_design_scores_gemma":[0.00002904641,0.0002118113,0.02554868,0.002108135,0.0000373875,0.008344714,0.7556302,0.001072717,0.0009756568,0.02929658,0.1766828,0.00006223793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.631943,0.04316994,0.0357991,0.1603496,0.0009494615,0.0007501459,0.0001283329,0.0001528125,0.1267577],"genre_scores_gemma":[0.9846688,0.003271772,0.006208158,0.003421358,0.0001001186,0.0001694885,0.00002968275,0.00001833325,0.00211231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009268872,"threshold_uncertainty_score":0.05464411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480788383122402,"score_gpt":0.4044521075903718,"score_spread":0.2563732692781315,"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."}}