{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008140635,0.00006124034,0.0003691744,0.00002884744,0.000005211619,0.000001263776,0.00003112442,0.00002896205,0.00004721358],"category_scores_gemma":[0.00003326623,0.00003888604,0.00001499346,0.00006668257,0.00004560281,0.00002828535,0.00001978535,0.0000397951,4.440906e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115706,"about_ca_system_score_gemma":0.001232389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142227,"about_ca_topic_score_gemma":0.9794411,"domain_scores_codex":[0.9993513,0.00001330495,0.0002320402,0.000106999,0.0002306443,0.00006566392],"domain_scores_gemma":[0.999429,0.00006455517,0.0001887178,0.0001157073,0.0001553651,0.0000466443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552797,0.0005243373,0.9971659,0.00003053774,0.0001135481,0.000002913771,0.0001493434,0.000003277762,0.00004757491,0.00000973155,0.0005298649,0.001167666],"study_design_scores_gemma":[0.002257399,0.0005081878,0.9955363,0.00004215468,0.0001156947,2.12469e-7,0.000043081,7.337689e-7,0.0003156865,0.00000708971,0.001138714,0.00003476057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998081,0.00009581624,2.547343e-7,0.0002929549,0.00006321742,0.0003404731,0.00003915724,0.000001668971,0.001085502],"genre_scores_gemma":[0.9996254,0.00004685368,0.00004502761,0.0000399922,0.000002946941,0.00003879601,0.00003687455,0.000003190821,0.0001609301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06521845,"threshold_uncertainty_score":0.2186206,"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."}}