{"id":"W1952854519","doi":"10.1111/j.1365-2923.2010.03903.x","title":"‘Is that normal?’ Pre‐clerkship students’ approaches to professional dilemmas","year":2011,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Ethos; Dilemma; Context (archaeology); Medical education; Identity (music); Psychology; Institution; Pedagogy; Medicine; Sociology; Epistemology","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":[0.01008056,0.0003866758,0.0004455103,0.0008339674,0.005411803,0.01030921,0.001674289,0.002641266,0.003940352],"category_scores_gemma":[0.03332153,0.0004349697,0.0005441251,0.0003561323,0.01270308,0.004431556,0.004885018,0.006039359,0.0009350775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859132,"about_ca_system_score_gemma":0.005459321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549171,"about_ca_topic_score_gemma":0.003304632,"domain_scores_codex":[0.9902803,0.005761009,0.0003877664,0.0007109841,0.001672485,0.0011874],"domain_scores_gemma":[0.982276,0.005974815,0.003455885,0.0007907017,0.002056939,0.005445679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008936233,0.0003840616,0.0454977,0.000229804,0.00002430984,0.003005275,0.8921206,0.0002698866,0.00248915,0.01241234,0.006615494,0.03686214],"study_design_scores_gemma":[0.00002340097,0.0003489451,0.02053829,0.0002536996,0.00001308515,0.00529211,0.9115549,0.0004753562,0.00101776,0.01021221,0.05017004,0.0001001945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719369,0.001068565,0.003217212,0.009570906,0.0002753058,0.0000705839,0.00001497263,0.00003201839,0.01381358],"genre_scores_gemma":[0.9945627,0.0004260792,0.001010096,0.001084401,0.00003483337,0.00002995665,0.00001379696,0.00001153048,0.002826633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030921,"threshold_uncertainty_score":0.05331177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1524246169734801,"score_gpt":0.3881137074319089,"score_spread":0.2356890904584287,"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."}}