{"id":"W4229670823","doi":"10.1016/b978-1-4160-6110-6.10159-3","title":"Case 159","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":[0.0001876371,0.001062085,0.0005019334,0.002333647,0.001500409,0.001544491,0.001092247,0.004122545,0.1186903],"category_scores_gemma":[0.000873975,0.0003562093,0.0006421602,0.001036735,0.001136194,0.001667705,0.002033304,0.003170436,0.03912803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008173998,"about_ca_system_score_gemma":0.0005487326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517386,"about_ca_topic_score_gemma":0.003699048,"domain_scores_codex":[0.9998092,0.00001886906,0.00001524287,0.00004993829,0.00005679089,0.00004996402],"domain_scores_gemma":[0.9998705,0.00003294073,0.00001255561,0.00002189568,0.00001992845,0.00004213424],"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":[0.00005647819,0.0001299167,0.001983789,0.0002151916,0.00002407397,0.5124979,0.0004592168,0.0003840066,0.002192468,0.04661435,0.3253148,0.1101279],"study_design_scores_gemma":[0.00001009565,0.00002283188,0.0009566461,0.0002460238,0.00001055537,0.324738,0.0002502835,0.0001231223,0.0002976168,0.01082498,0.662506,0.00001389198],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006087909,0.006670655,0.001316749,0.006985755,0.004286439,0.00006696054,0.0002071183,0.0001404889,0.9742379],"genre_scores_gemma":[0.07834607,0.008430599,0.003274569,0.008424776,0.004138769,0.0001187773,0.0005121403,0.000208606,0.8965456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1186903,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325850475994483,"score_gpt":0.2891484122519689,"score_spread":0.2558899074920241,"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."}}