{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034399,0.00007230049,0.0001938618,0.00009702452,0.00005830536,0.000002567862,0.0001502998,0.0001156116,0.00008035264],"category_scores_gemma":[0.000433131,0.00003514945,0.00007193955,0.00005827419,0.0002228311,0.00004004259,0.00001902405,0.001224655,0.000008834135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006189808,"about_ca_system_score_gemma":0.00003552283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000112699,"about_ca_topic_score_gemma":0.0000228253,"domain_scores_codex":[0.9991341,0.0002223762,0.0003433572,0.00006002149,0.00006864605,0.0001715011],"domain_scores_gemma":[0.9993164,0.000444045,0.00007468952,0.00008821036,0.00001954773,0.00005712349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0000715932,0.00006646374,0.02322002,0.00001224837,0.00007964086,0.001995677,0.0006112384,0.0004127108,0.008209151,0.004479839,0.000943493,0.9598979],"study_design_scores_gemma":[0.03652534,0.006064913,0.05788033,0.006488322,0.000628489,0.3534697,0.02633991,0.1757088,0.08595829,0.03839492,0.2093061,0.003234889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494039,0.0002792199,0.04784304,0.0008665257,0.0002527929,0.00003279546,0.000001907354,0.00005320938,0.00126663],"genre_scores_gemma":[0.9991913,0.00009385658,0.0005250287,0.00003928363,0.00007628736,0.00000128806,1.872065e-7,0.000008331374,0.00006443798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.956663,"threshold_uncertainty_score":0.5320585,"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."}}