{"id":"W3165062693","doi":"10.3390/curroncol28030181","title":"Lung Cancer Inequalities in Stage of Diagnosis in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Women's College Hospital; University of Toronto; Université de Montréal; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; Cancer Care Ontario","keywords":"Medicine; Relative risk; Lung cancer; Confidence interval; Stage (stratigraphy); Cancer; Poisson regression; Demography; Lung cancer screening; Cohort; Adenocarcinoma; Internal medicine; Pediatrics; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001439734,0.00007930773,0.0003715284,0.00006736715,0.000009898128,0.000002177653,0.00005604508,0.00005619467,0.001613419],"category_scores_gemma":[0.0001354414,0.0000793692,0.00003047054,0.0002087084,0.00003075946,0.0000382533,0.00004824987,0.0002935459,3.813371e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002874475,"about_ca_system_score_gemma":0.007437788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892527,"about_ca_topic_score_gemma":0.9998485,"domain_scores_codex":[0.9990226,0.00006914784,0.0003313481,0.0001682994,0.0001826997,0.0002258749],"domain_scores_gemma":[0.9995303,0.0001131868,0.00007370131,0.0001179368,0.0001014844,0.00006338846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006283684,0.0001109371,0.9848679,0.0001589008,0.00001158254,0.0003313508,0.0009647032,0.00008213845,0.00003770889,0.0002011058,0.005177484,0.007993311],"study_design_scores_gemma":[0.001324574,0.00008746052,0.7958817,0.0005619098,0.00002268537,0.000006778797,0.001757159,0.00008248215,0.0007885799,0.00002194866,0.1993777,0.00008700546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862101,0.00974228,0.000004066735,0.00101643,0.0007413043,0.0001310925,0.00002699899,0.000003482654,0.002124259],"genre_scores_gemma":[0.9980943,0.0006604434,0.0000520831,0.0003846253,0.00004569406,0.0001041143,0.00002331628,0.000004708856,0.000630766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942002,"threshold_uncertainty_score":0.9992992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2275837897913874,"score_gpt":0.4449861208182303,"score_spread":0.2174023310268429,"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."}}