{"id":"W2100842575","doi":"10.3109/0284186x.2015.1020965","title":"Identification and survival outcomes of a cohort of patients with cancer of unknown primary in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Cancer Care Ontario; Western University","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Histology; Adenocarcinoma; Cancer registry; Cancer; Cohort; Internal medicine; Stage (stratigraphy); Metastasis; Carcinoma; Pathology; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003053853,0.0002696462,0.0003859819,0.0008774282,0.001982438,0.0009872166,0.0007746857,0.0003171461,0.001209946],"category_scores_gemma":[0.001337093,0.0002849911,0.0003701677,0.002494621,0.0006184354,0.0003047643,0.0007184538,0.0004258649,0.0001540496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352046,"about_ca_system_score_gemma":0.01509421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970446,"about_ca_topic_score_gemma":0.9776809,"domain_scores_codex":[0.999465,0.00002584805,0.00002969938,0.0001028498,0.0001687557,0.0002079078],"domain_scores_gemma":[0.9986613,0.00005872797,0.0003944643,0.00005826649,0.0004881922,0.0003390317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002878163,0.000007179862,0.9985366,0.000009465044,0.00001354451,0.00009869266,0.0002019904,0.00003861942,0.00009142842,0.00001769097,0.0003148941,0.0006410929],"study_design_scores_gemma":[0.00000524421,0.00001521445,0.9986871,0.0000114933,0.00001470302,0.0001316098,0.000436531,0.0001318777,0.00002510319,0.00001205589,0.0005249614,0.000004150688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958192,0.0003102297,0.00005540279,0.0001988225,0.000007254475,0.00002701306,0.002416894,0.000004639177,0.001160525],"genre_scores_gemma":[0.997842,0.0002218727,0.00004680757,0.00005529209,0.000004847911,0.00001190791,0.001495802,0.00000233133,0.0003191312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02955401,"threshold_uncertainty_score":0.09809828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205108365471582,"score_gpt":0.2690902193754539,"score_spread":0.2470391357207381,"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."}}