{"id":"W2899190657","doi":"10.3747/co.25.4003","title":"Survival Outcome Differences Based on Treatments Used and Knowledge of the Primary Tumour Site for Patients with Cancer of Unknown and Known Primary in Ontario","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba; Cancer Care Ontario; Western University","funders":"Canadian Institutes of Health Research; Amgen; Cancer Care Ontario; Sanofi Pasteur; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; AstraZeneca","keywords":"Medicine; Cancer; Cancer registry; Proportional hazards model; Internal medicine; Primary tumor; Cohort; Radiation therapy; Chemotherapy; Primary cancer; Oncology; Surgery; Metastasis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003610873,0.0001727504,0.0002819929,0.0005801086,0.0008137543,0.0005986383,0.0005544202,0.0002685991,0.002313182],"category_scores_gemma":[0.002268299,0.0001564447,0.0005764323,0.001100486,0.0003824612,0.0002923139,0.0006115801,0.0003423574,0.0001163106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009574562,"about_ca_system_score_gemma":0.005950883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7716534,"about_ca_topic_score_gemma":0.846513,"domain_scores_codex":[0.9994963,0.00003830421,0.00003303276,0.0000849897,0.000131977,0.0002153717],"domain_scores_gemma":[0.9982179,0.0001725743,0.0008973496,0.00004910923,0.000249142,0.0004138979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009212721,0.000009202232,0.9979643,0.00001439477,0.00003499711,0.00005404096,0.0001672186,0.00009530962,0.00006866158,0.0000282509,0.0003924356,0.001078944],"study_design_scores_gemma":[0.000006018594,0.00001590791,0.9993078,0.000009207699,0.00001747501,0.00005529105,0.0001800592,0.0001400165,0.00002096109,0.00001208061,0.0002319315,0.000003308162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960025,0.000380668,0.00004836979,0.0002710802,0.000007717084,0.00001114295,0.002059318,0.000005136727,0.001214101],"genre_scores_gemma":[0.998735,0.0001168353,0.00002120168,0.00002513012,0.000004600721,0.000004850519,0.0008942494,0.000001391166,0.0001966495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283466,"threshold_uncertainty_score":0.4593827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174587028957493,"score_gpt":0.3647276890786173,"score_spread":0.2829818187890424,"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."}}