{"id":"W4251288799","doi":"10.1016/b978-1-4160-6110-6.10019-8","title":"Case 19","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578928,0.001255027,0.0006357521,0.002983186,0.002002748,0.002092943,0.001600192,0.005222957,0.08084498],"category_scores_gemma":[0.001438111,0.000431433,0.0008267451,0.001398659,0.001402199,0.001852155,0.002307235,0.004230908,0.02219076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053236,"about_ca_system_score_gemma":0.0006837727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408337,"about_ca_topic_score_gemma":0.002828469,"domain_scores_codex":[0.9996136,0.00003736714,0.00003180006,0.00009923906,0.00009446601,0.0001235535],"domain_scores_gemma":[0.9997434,0.00005735198,0.0000323242,0.00004326901,0.00003261674,0.00009105969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004894029,0.0000783816,0.00163215,0.0001474655,0.00002128452,0.8502866,0.0003152426,0.0002606938,0.001748155,0.02219683,0.0749782,0.04828594],"study_design_scores_gemma":[0.00001155794,0.0000290345,0.0009486229,0.0001928401,0.00001325798,0.7241027,0.0002664508,0.0001407051,0.0004880094,0.006812344,0.2669774,0.00001706403],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02384197,0.009299685,0.004023501,0.01559072,0.006604532,0.000166493,0.0005496141,0.0004078481,0.9395155],"genre_scores_gemma":[0.2967501,0.01121407,0.008549003,0.01508735,0.007465438,0.0002380724,0.001035976,0.0004815505,0.6591784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08084498,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657538589749729,"score_gpt":0.2957333043820219,"score_spread":0.2591579184845246,"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."}}