{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007558798,0.0001097455,0.0003639894,0.0001868015,0.00008098825,0.00001037136,0.0002196882,0.00003550522,0.0001867022],"category_scores_gemma":[0.0002321292,0.0001074711,0.00006929751,0.0001828474,0.00006178413,0.00004986516,0.0002486208,0.0006802827,0.000002844139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129249,"about_ca_system_score_gemma":0.00004510541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002286143,"about_ca_topic_score_gemma":0.0001812188,"domain_scores_codex":[0.9957514,0.00261066,0.0007604379,0.0002554567,0.0002354295,0.0003866124],"domain_scores_gemma":[0.9987346,0.0008018661,0.0002151303,0.0001792361,0.00001439838,0.00005475108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002456874,0.0009616798,0.1666585,0.00001357099,0.00003807444,0.00001315806,0.01854271,0.00001398363,0.00001279125,0.006232107,0.0005521722,0.8067155],"study_design_scores_gemma":[0.0015048,0.0000372858,0.9560342,0.00001891472,0.000003758909,0.00000127584,0.01023105,0.00002617811,0.00002484154,0.0005299959,0.03147266,0.0001149992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889749,0.0001704646,0.0001113508,0.0002445386,0.001607246,0.0007631914,0.00001121413,0.00001820415,0.00809895],"genre_scores_gemma":[0.9964558,8.89087e-7,0.0005576528,0.000564517,0.00005749293,0.001445575,0.00001204588,0.00001400808,0.0008920524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8066006,"threshold_uncertainty_score":0.4382544,"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."}}