{"id":"W7071266580","doi":"","title":"Social contexts of survival: unraveling lung cancer inequalities in Canada","year":2025,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Lung cancer; Social inequality; Perspective (graphical); Context (archaeology); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910018,0.0002648243,0.0006271829,0.002002327,0.01216241,0.006137185,0.001478828,0.0009483272,0.005553181],"category_scores_gemma":[0.007933076,0.0002453297,0.0004725897,0.004597939,0.004063778,0.001406529,0.003443555,0.002681674,0.0001819074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1078489,"about_ca_system_score_gemma":0.2216105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974219,"about_ca_topic_score_gemma":0.9987794,"domain_scores_codex":[0.9981311,0.0002692721,0.00003141178,0.0001508871,0.0003735094,0.001043809],"domain_scores_gemma":[0.9942773,0.001065106,0.0003367181,0.00008818389,0.001729282,0.002503369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002332819,0.0002225831,0.6427595,0.0004179204,0.0002417949,0.0003675634,0.1046273,0.001837335,0.0003477587,0.05444953,0.07416324,0.1203322],"study_design_scores_gemma":[0.00002334924,0.00004321353,0.7651529,0.0007750356,0.0001721226,0.00003802141,0.1673902,0.001273639,0.0001830793,0.01054885,0.05430214,0.0000975773],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275054,0.01060308,0.0006346315,0.1070972,0.000577116,0.00008347379,0.003666563,0.00002859847,0.04980401],"genre_scores_gemma":[0.9892955,0.004532965,0.0003328338,0.001802346,0.00006452403,0.00002948384,0.0003034056,0.00001715932,0.003621696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078489,"threshold_uncertainty_score":0.7825021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307568135154621,"score_gpt":0.4326917774012226,"score_spread":0.3019349638857605,"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."}}