{"id":"W2804063142","doi":"10.1186/s12937-018-0362-x","title":"Hypothesis and data-driven dietary patterns and colorectal Cancer survival: findings from Newfoundland and Labrador colorectal Cancer cohort","year":2018,"lang":"en","type":"article","venue":"Nutrition Journal","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Colorectal cancer; Clinical nutrition; Internal medicine; Oncology; Cancer; Cohort study; Cohort; Demography","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":[0.0001746568,0.0001879234,0.0004024358,0.00007873176,0.0004364732,0.0001144579,0.0000778138,0.0001003572,0.000470197],"category_scores_gemma":[0.0000595628,0.0001588597,0.00003743174,0.00008358296,0.000280538,0.0002393607,0.0001284276,0.0002515464,0.000002700916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068659,"about_ca_system_score_gemma":0.0000531598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003427997,"about_ca_topic_score_gemma":0.006767625,"domain_scores_codex":[0.9987591,0.00005115695,0.0002595365,0.0003801132,0.0002958238,0.0002542635],"domain_scores_gemma":[0.9991434,0.0001934555,0.00009695189,0.00009378526,0.0001854907,0.0002868893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009888534,0.0001667315,0.9782178,0.00008783189,0.0003787066,0.00005851928,0.0001764839,7.309135e-8,0.003365758,0.000006480392,0.01114137,0.005411442],"study_design_scores_gemma":[0.004208449,0.0005095958,0.9867228,0.0005018596,0.0003354817,0.0003342081,0.0003431186,0.0001611343,0.0002716089,0.0003072622,0.006118299,0.0001861556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986568,0.005821893,0.00001430221,0.005082738,0.000379581,0.0003007358,0.001738132,0.00002165996,0.00007299619],"genre_scores_gemma":[0.9553524,0.04113459,0.0006815157,0.0004930444,0.002115799,0.00004295072,0.0001264253,0.00002352351,0.00002971044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0353127,"threshold_uncertainty_score":0.647811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048770457156901,"score_gpt":0.3140602818096095,"score_spread":0.2635725772380405,"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."}}