{"id":"W1978234974","doi":"10.3138/jvme.33.3.426","title":"Increased Student Self-Confidence in Clinical Reasoning Skills Associated with Case-Based Learning (CBL)","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Research Committee, Emory University","keywords":"Competence (human resources); Psychology; Self-confidence; Medical education; Confidence interval; Low Confidence; Mathematics education; Medicine; Internal medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004313514,0.0001856697,0.0006569443,0.0002298325,0.00007216854,0.00003341343,0.0001486647,0.0002791882,0.0002090575],"category_scores_gemma":[0.0764512,0.0001405797,0.0001872199,0.0003842374,0.0001377049,0.0001080823,0.00002877568,0.001271599,0.000007279706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097711,"about_ca_system_score_gemma":0.003933572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036033,"about_ca_topic_score_gemma":0.00004915788,"domain_scores_codex":[0.996255,0.000616962,0.00148977,0.0002592689,0.001084918,0.0002941204],"domain_scores_gemma":[0.9885188,0.009191607,0.0009279693,0.0002020866,0.0005130182,0.0006465162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007247487,0.01055178,0.9587927,0.00003391096,0.00009471616,0.01478407,0.0001958518,0.0001041189,0.00002599302,0.00003958466,0.001220944,0.01343153],"study_design_scores_gemma":[0.006167735,0.005807759,0.9617562,0.0105483,0.0002396501,0.01328286,0.0003207347,0.000903311,0.00001364036,0.00003623706,0.0007519166,0.0001716473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968617,0.0003222468,0.0002523341,0.001458854,0.0005410009,0.0001990121,6.943152e-7,0.00003792436,0.0003262254],"genre_scores_gemma":[0.9948822,0.00008451618,0.003160303,0.000996456,0.0007374023,0.00001124765,0.00002524267,0.00002508915,0.00007755838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07213769,"threshold_uncertainty_score":0.9313282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197173019140101,"score_gpt":0.4112468638534087,"score_spread":0.3792751336620077,"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."}}