{"id":"W3082322865","doi":"10.1007/978-3-030-48363-0_15","title":"Malignancy of Unknown Primary","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Malignancy; Medicine; Taxane; Chemotherapy; Oncology; Intensive care medicine; Multidisciplinary approach; Cancer; Internal medicine; Pathology; Breast cancer","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":[0.000141289,0.0004528137,0.000351098,0.0008854969,0.0006780509,0.0009753639,0.0005664412,0.0007143755,0.1034219],"category_scores_gemma":[0.0006136649,0.0002156231,0.0003095587,0.0005796321,0.0004606257,0.001053917,0.001055367,0.001270972,0.03648087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197063,"about_ca_system_score_gemma":0.0006980913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296296,"about_ca_topic_score_gemma":0.0063676,"domain_scores_codex":[0.9999043,0.00001357683,0.000004818342,0.0000168609,0.00004266233,0.00001788061],"domain_scores_gemma":[0.9998722,0.00005945315,0.00000863643,0.00001324661,0.00002156582,0.00002493223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002821218,0.00007168594,0.0005044186,0.0003627824,0.000005015314,0.001404499,0.0003552143,0.000227412,0.0006910386,0.04131438,0.7572672,0.1977681],"study_design_scores_gemma":[0.000001190157,0.00001307327,0.0003450083,0.0001087187,0.000001849079,0.00141238,0.00003762347,0.00003104488,0.00005745489,0.002576953,0.9954128,0.000001956958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008738078,0.01936979,0.0008748834,0.002008375,0.003199785,0.00004586457,0.0002568958,0.00007648511,0.9732941],"genre_scores_gemma":[0.004749012,0.01452803,0.0005728896,0.001940822,0.001565906,0.00001985067,0.0002380612,0.00003405524,0.9763513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1034219,"threshold_uncertainty_score":0.3459808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494478361365845,"score_gpt":0.2405298711596109,"score_spread":0.2155850875459525,"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."}}