{"id":"W67838259","doi":"10.1007/978-3-540-77984-1_31","title":"Tumours of the Ribs and Clavicle","year":2009,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Clavicle; Rib cage; Sternum; Medicine; Sarcoma; Fibrous dysplasia; Eosinophilic granuloma; Chondrosarcoma; Plasmacytoma; Osteosarcoma; Pathology; Multiple myeloma; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001442962,0.0001707239,0.0006175549,0.00004183329,0.00002887884,0.000001365671,0.0001056571,0.0003938109,0.0009709261],"category_scores_gemma":[0.000162053,0.0000960987,0.000138544,0.00001525673,0.0005396877,0.000006040999,0.00005224756,0.0004375008,0.00002550784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003411022,"about_ca_system_score_gemma":0.000132199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581373,"about_ca_topic_score_gemma":0.00001415654,"domain_scores_codex":[0.9990116,0.00002731514,0.000277636,0.0002246664,0.0002955757,0.0001632002],"domain_scores_gemma":[0.99922,0.0001435633,0.0001220964,0.0002823291,0.00002825518,0.0002037282],"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":[0.0004437841,0.0007884803,0.1172102,0.000361072,0.0009978948,0.003603003,0.0002907499,2.88169e-7,0.00008230655,0.3066503,0.1597573,0.4098146],"study_design_scores_gemma":[0.004781495,0.00191804,0.3531968,0.00114143,0.001082646,0.005008282,0.000007515662,0.00001634462,0.0001511869,0.0198276,0.6125553,0.0003133258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1066439,0.02403619,0.000005068261,0.04722719,0.0007810985,0.0009738844,0.00004749294,0.00006547508,0.8202198],"genre_scores_gemma":[0.6771014,0.004435887,0.00009009911,0.008356795,0.0005705945,0.00001439445,0.00005298031,0.00005468227,0.3093232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5704575,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121885306188728,"score_gpt":0.2633705108012911,"score_spread":0.2511819801824183,"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."}}