{"id":"W2093350345","doi":"10.1515/cam.2006.008","title":"What healthcare students do with what they don't know: The socializing power of 'uncertainty' in the case presentation","year":2006,"lang":"en","type":"article","venue":"Communication & Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rhetoric; Competence (human resources); Criticism; Health care; Presentation (obstetrics); Psychology; Identity (music); Empathy; Social psychology; Medicine; Political science; Law; Aesthetics","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":[0.002228385,0.0001361006,0.0003305667,0.00007141395,0.0001910576,0.0000815341,0.0004678852,0.00008029903,0.00004985275],"category_scores_gemma":[0.00362022,0.00006503495,0.00005189558,0.0003313214,0.0004184827,0.0002137817,0.00007236248,0.0004054119,0.000003787958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000709958,"about_ca_system_score_gemma":0.00009305732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007838351,"about_ca_topic_score_gemma":0.005925699,"domain_scores_codex":[0.9977622,0.0007301765,0.0005617883,0.0001772137,0.0005848373,0.0001838107],"domain_scores_gemma":[0.9874625,0.01067402,0.0003009607,0.001204255,0.0002968595,0.00006144861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001969942,0.004362779,0.4396563,0.0003614489,0.0003787042,0.0008622159,0.2947794,0.0008907635,0.0001646316,0.02442939,0.03149765,0.2006468],"study_design_scores_gemma":[0.01122047,0.001377035,0.3602342,0.02726176,0.0004864995,0.0009019751,0.5852486,0.0003200345,0.00003938746,0.005531483,0.007087928,0.0002905322],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204693,0.02478552,0.00001937715,0.1528777,0.0001685527,0.0008949514,0.000001679157,0.00002111352,0.0007618663],"genre_scores_gemma":[0.9869522,0.009782448,0.00004996488,0.002773475,0.0001217811,0.00008089314,0.0001013462,0.00001477209,0.0001231601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904692,"threshold_uncertainty_score":0.9987686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305331620523446,"score_gpt":0.4139238011989725,"score_spread":0.3708704849937381,"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."}}