{"id":"W2561816636","doi":"10.9778/cmajo.20160037","title":"Cancer incidence attributable to insufficient fruit and vegetable consumption in Alberta in 2012","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Attributable risk; Consumption (sociology); Incidence (geometry); Cancer; Environmental health; Cancer prevention; Population; Cancer registry; Lung cancer; Relative risk; Demography; Toxicology; Confidence interval; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002813289,0.00009306007,0.0002404861,0.0001124088,0.00003106847,0.00003440998,0.0001280107,0.00004042919,0.0007800626],"category_scores_gemma":[0.0001163169,0.00006146546,0.0000119997,0.000202419,0.00003757248,0.0002777874,0.0002544548,0.00008044103,0.000256008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707894,"about_ca_system_score_gemma":0.0001926531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05945382,"about_ca_topic_score_gemma":0.07898608,"domain_scores_codex":[0.9990099,0.00003628937,0.0001617166,0.000289643,0.0001607777,0.0003416382],"domain_scores_gemma":[0.9994194,0.00009660039,0.00002474303,0.0002067529,0.00003445044,0.0002180802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003312581,0.0001445815,0.9882224,0.0000394353,0.00001060969,0.00007429226,0.0002410951,0.00001000752,0.0007311897,0.0002353443,0.0006772764,0.009282562],"study_design_scores_gemma":[0.003541325,0.0002964418,0.9856938,0.0007169708,0.000008759487,0.00001023817,0.00001496796,0.00002439953,0.004860601,0.0001306148,0.004610732,0.00009119811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874704,0.00515666,0.00002148129,0.004920035,0.00004361571,0.001324985,0.00001697596,0.000005279547,0.001040545],"genre_scores_gemma":[0.9913451,0.000719449,0.00009388866,0.0003760246,0.0000207037,0.0004518786,0.000004249362,0.000009455766,0.006979229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953227,"threshold_uncertainty_score":0.9468094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662838343542595,"score_gpt":0.3786467792923852,"score_spread":0.3220183958569592,"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."}}