{"id":"W2720444777","doi":"10.1155/2017/7915905","title":"Geographical Variation and Factors Associated with Non-Small Cell Lung Cancer in Manitoba","year":2017,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"University of Manitoba; Research Manitoba","keywords":"Medicine; Poisson regression; Cancer registry; Incidence (geometry); Socioeconomic status; Demography; Lung cancer; Population; Census; American Community Survey; Environmental health; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003707273,0.0001312135,0.0002125483,0.0002776428,0.0005076717,0.0001931159,0.0001431724,0.0001393485,0.0000768533],"category_scores_gemma":[0.0001316211,0.0001086329,0.00004067951,0.0001018027,0.00007517127,0.0002020153,0.00001395053,0.0005316341,7.488621e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006587974,"about_ca_system_score_gemma":0.00145447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.098872,"about_ca_topic_score_gemma":0.7709018,"domain_scores_codex":[0.9989824,0.00003965287,0.000198229,0.0001754379,0.0002153271,0.0003889751],"domain_scores_gemma":[0.9986921,0.00002103073,0.00019559,0.0001823299,0.0001552174,0.0007537503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002825135,0.000007113289,0.9979602,0.00001030527,0.00003508264,0.0004254937,0.0002327007,0.00002488546,0.0002038061,0.000007662345,0.0002902966,0.0007741718],"study_design_scores_gemma":[0.001358608,0.0001334903,0.9967588,0.0003904475,0.000075526,0.00002453945,0.0002418874,0.0002103461,0.00006579724,0.00001653802,0.0005940085,0.0001299996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973952,0.0007496761,0.00002602921,0.0003694422,0.0001518659,0.0001586657,0.00001816468,0.000005456,0.001125558],"genre_scores_gemma":[0.9986886,0.00003971848,0.00002325558,0.001014894,0.0001784967,0.000005743433,0.000001702327,0.00001499752,0.00003257412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6720298,"threshold_uncertainty_score":0.9071287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761931218955533,"score_gpt":0.294438841394367,"score_spread":0.2368195292048117,"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."}}