{"id":"W2587035595","doi":"10.1096/fasebj.30.1_supplement.lb13","title":"Integrative Teaching of Breast Histology in Clinical Case‐Based Learning","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia; BC Cancer Agency","funders":"University of British Columbia","keywords":"Histology; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005772937,0.0009305373,0.000637013,0.001581467,0.0007965291,0.002635831,0.003144158,0.001267868,0.01421688],"category_scores_gemma":[0.01037408,0.0004679309,0.000854962,0.0008185047,0.00152892,0.001726107,0.005663482,0.001798534,0.003764893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373117,"about_ca_system_score_gemma":0.002714948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831691,"about_ca_topic_score_gemma":0.0004839242,"domain_scores_codex":[0.9965973,0.001761516,0.0001359179,0.0003769204,0.0008034354,0.0003248486],"domain_scores_gemma":[0.9919574,0.004213885,0.0005168556,0.0009801805,0.0005938096,0.001737755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006936818,0.02341723,0.007157498,0.001879276,0.00006794073,0.002655253,0.02194458,0.008379342,0.0264625,0.0228976,0.01449133,0.8699538],"study_design_scores_gemma":[0.003107155,0.02131868,0.0662673,0.005819775,0.0003839969,0.03535838,0.0290995,0.04266899,0.09616286,0.1317669,0.5672396,0.000806796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5445058,0.001579345,0.3349309,0.002667811,0.0006398513,0.007381055,0.0002385485,0.002041888,0.1060149],"genre_scores_gemma":[0.5771966,0.002219544,0.3930123,0.001023581,0.0002925273,0.005362578,0.0005206761,0.0002312007,0.02014105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421688,"threshold_uncertainty_score":0.04756016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448783313658237,"score_gpt":0.2828546977258729,"score_spread":0.2683668645892905,"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."}}