{"id":"W4393059955","doi":"10.1016/j.canep.2024.102562","title":"Stage of diagnosis and survival for prostate cancer among immigrant men in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Immigration; Stage (stratigraphy); Prostate cancer; Gerontology; Demography; Cancer; Oncology; Gynecology; Internal medicine","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":[0.0004615253,0.0001844281,0.000254474,0.000703619,0.001735769,0.0007385791,0.0007125258,0.000280711,0.001923561],"category_scores_gemma":[0.001507934,0.0001811104,0.0004875398,0.002033656,0.0004557286,0.0002290232,0.0005376639,0.0003808409,0.0001161838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186665,"about_ca_system_score_gemma":0.01748676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867733,"about_ca_topic_score_gemma":0.9940442,"domain_scores_codex":[0.9996131,0.0000321525,0.00002386759,0.00007099737,0.0001229534,0.0001369735],"domain_scores_gemma":[0.9987376,0.00006430702,0.0003624593,0.00003997589,0.0004788552,0.0003168265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412427,0.000006351284,0.9976326,0.00002056015,0.000033002,0.00003774853,0.0002030027,0.00004855409,0.0000667107,0.000029862,0.0005611421,0.001319295],"study_design_scores_gemma":[0.000005651129,0.00001160987,0.9986135,0.00003090169,0.00002471147,0.00004636592,0.0004559236,0.0001435511,0.00002159776,0.00001741162,0.0006238691,0.00000490229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912809,0.001434252,0.0001346054,0.000413048,0.00001783898,0.00003101577,0.004836609,0.0000151592,0.001836733],"genre_scores_gemma":[0.9975534,0.0004736186,0.0001211154,0.00007143919,0.000005767713,0.00001028051,0.00122421,0.000003168866,0.000536887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322675,"threshold_uncertainty_score":0.08609891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828159157422225,"score_gpt":0.3412257874723604,"score_spread":0.2929441958981381,"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."}}