{"id":"W2519857811","doi":"10.1111/medu.13062","title":"‘Sometimes the work just needs to be done’: socio‐cultural influences on direct observation in medical training","year":2016,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Autonomy; Coaching; Grounded theory; Psychology; Medical education; Health care; Cultural learning; Cultural diversity; Training (meteorology); Participant observation; Social psychology; Nursing; Medicine; Pedagogy; Qualitative research; Sociology; Political science","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":[0.03700601,0.0003130208,0.000441299,0.001019731,0.008762941,0.006010791,0.00169701,0.001861237,0.001972802],"category_scores_gemma":[0.08490701,0.0006316223,0.0004389083,0.0008525248,0.02643677,0.003624433,0.007476893,0.003779331,0.0002159437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004875061,"about_ca_system_score_gemma":0.006800752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056939,"about_ca_topic_score_gemma":0.01614445,"domain_scores_codex":[0.9150177,0.0725534,0.001952353,0.002619677,0.005052723,0.002804057],"domain_scores_gemma":[0.8806875,0.09536547,0.01041487,0.003170547,0.005018982,0.005342625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005180511,0.00005548577,0.02041748,0.0002086486,0.0000240807,0.0004984415,0.9665216,0.00006326934,0.0007882212,0.00141586,0.0006215875,0.009333519],"study_design_scores_gemma":[0.0000151582,0.0001390501,0.03129267,0.0005953714,0.00002669313,0.0008495661,0.9526235,0.0002080699,0.0004863884,0.001178103,0.01251327,0.00007213128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778321,0.001714724,0.003269597,0.007266692,0.0001705595,0.00007273591,0.00001872771,0.0000193419,0.009635519],"genre_scores_gemma":[0.9978677,0.0003627239,0.0005854293,0.000809182,0.00002128923,0.0000334231,0.000005064386,0.00001577047,0.0002994504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03700601,"threshold_uncertainty_score":0.1957088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867892547670493,"score_gpt":0.389184723238539,"score_spread":0.330505797761834,"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."}}