{"id":"W4249303807","doi":"10.1016/b978-1-4160-6110-6.10153-2","title":"Case 153","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":[0.000189514,0.001101723,0.0005302274,0.002292044,0.00141873,0.001670292,0.001082395,0.003952425,0.1271261],"category_scores_gemma":[0.0009641066,0.0004004933,0.0006486075,0.001044396,0.00107669,0.001526947,0.001745946,0.003139946,0.04144956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008226317,"about_ca_system_score_gemma":0.000548103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639516,"about_ca_topic_score_gemma":0.004373842,"domain_scores_codex":[0.9997982,0.00002130744,0.00001549391,0.00005131023,0.00006037526,0.00005320055],"domain_scores_gemma":[0.9998537,0.00004005187,0.00001313451,0.00002603954,0.00002278992,0.00004432683],"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":[0.00005727596,0.0001081935,0.001829057,0.0002109002,0.00002395961,0.5209162,0.0004010737,0.0003253706,0.00208377,0.03870005,0.3284465,0.1068976],"study_design_scores_gemma":[0.000009745273,0.00002308873,0.0009540456,0.0002321344,0.00001175273,0.3570873,0.0002337325,0.0001243188,0.0003165958,0.008048099,0.632946,0.00001320612],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005777647,0.00781713,0.001305971,0.007103754,0.004384114,0.00006654947,0.0002114377,0.0001652109,0.9731681],"genre_scores_gemma":[0.07250363,0.008707586,0.003255536,0.008320953,0.003685878,0.0001078737,0.0004945367,0.0002399069,0.9026842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1271261,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336440664745709,"score_gpt":0.2893399032764934,"score_spread":0.2559754966290363,"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."}}