{"id":"W2127041298","doi":"10.4048/jbc.2014.17.2.107","title":"The Educational Utility of Simulations in Teaching History and Physical Examination Skills in Diagnosing Breast Cancer: A Review of the Literature","year":2014,"lang":"en","type":"review","venue":"Journal of Breast Cancer","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"University of Toronto","keywords":"Breast cancer; Medicine; MEDLINE; Curriculum; Relevance (law); Medical physics; Physical examination; Medical education; Medical history; Cancer; Family medicine; Radiology; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001429104,0.0002133477,0.001207585,0.0002808695,0.00006862914,0.000009959249,0.0001901761,0.0001369198,0.00009841976],"category_scores_gemma":[0.000574898,0.0001264161,0.0002949497,0.0004988044,0.0001418146,0.000138088,0.00002291764,0.001057181,1.5028e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752315,"about_ca_system_score_gemma":0.004339786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003767378,"about_ca_topic_score_gemma":0.00007704587,"domain_scores_codex":[0.9967998,0.0009237675,0.001422597,0.0001879111,0.0005128499,0.0001531333],"domain_scores_gemma":[0.9940181,0.002389127,0.002159966,0.0003225386,0.001023954,0.00008624948],"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":[0.00002239782,0.0003188533,0.06117225,0.06322622,0.00006144681,5.50844e-7,0.002081555,0.00007326382,6.060001e-7,0.00005770857,0.0006993573,0.8722858],"study_design_scores_gemma":[0.000349049,0.00001584728,0.574798,0.3808658,0.0004145346,0.0001748083,0.0000557467,0.0001920113,2.085755e-7,0.00004744761,0.04298909,0.00009744987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00745266,0.9847648,0.000001500458,0.006096213,0.0007444516,0.0007188697,0.0001922558,0.000001637716,0.00002760212],"genre_scores_gemma":[0.2237081,0.7751612,0.00001839504,0.0001992243,0.0007896483,0.00005226287,0.0000174736,0.00001940756,0.00003425866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8721883,"threshold_uncertainty_score":0.7698594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531395734161434,"score_gpt":0.4058136274495092,"score_spread":0.3804996701078949,"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."}}