{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053763,0.0003402913,0.0007322772,0.001364576,0.00321627,0.00163357,0.001596672,0.0005825526,0.003294715],"category_scores_gemma":[0.00466524,0.0004209248,0.001359574,0.005127899,0.0007702349,0.0005716076,0.001366991,0.001030915,0.0001950933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06944838,"about_ca_system_score_gemma":0.08191427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989402,"about_ca_topic_score_gemma":0.9994375,"domain_scores_codex":[0.9980512,0.000168729,0.0001502794,0.0003525709,0.000611683,0.000665624],"domain_scores_gemma":[0.9954276,0.0003650618,0.001105658,0.0001638738,0.001840223,0.001097527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243704,0.00003003537,0.9844145,0.0001411868,0.0001915873,0.0001195801,0.0009836263,0.0005304058,0.0001137033,0.0006062479,0.006912441,0.005832417],"study_design_scores_gemma":[0.00002608728,0.00001644808,0.9949043,0.0001790754,0.000088214,0.00005426219,0.0007051419,0.0007462692,0.00003392132,0.0001469952,0.003073846,0.00002552378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281195,0.009000057,0.0006475787,0.006479157,0.000172504,0.000203819,0.0428431,0.00007806192,0.01245625],"genre_scores_gemma":[0.9897764,0.00187892,0.0003419451,0.0005033329,0.00003159869,0.00005605034,0.005026721,0.0000171476,0.002367881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06944838,"threshold_uncertainty_score":0.5038856,"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."}}