{"id":"W2922510624","doi":"10.1002/ijc.32284","title":"Proportion of cancers attributable to major lifestyle and environmental risk factors in the Eastern Mediterranean region","year":2019,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"World Cancer Research Fund; World Health Organization","keywords":"Attributable risk; Environmental health; Mediterranean climate; Medicine; Mediterranean diet; Risk factor; Geography; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002600566,0.0004816233,0.0009029842,0.001259625,0.0001361844,0.0005464431,0.0004557219,0.0003421246,0.0008948897],"category_scores_gemma":[0.004103632,0.0002382969,0.002320895,0.001688308,0.0001980308,0.0003848253,0.0006000612,0.0003683111,0.000136743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004812397,"about_ca_system_score_gemma":0.0003570082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139252,"about_ca_topic_score_gemma":0.009081767,"domain_scores_codex":[0.9989138,0.0004553071,0.00017446,0.0002448764,0.0001601463,0.00005144537],"domain_scores_gemma":[0.9987946,0.0003285848,0.0004959132,0.0001338695,0.0002105535,0.00003656343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304719,0.00003325998,0.9293365,0.002069909,0.0151368,0.0002564747,0.0002732487,0.001450046,0.0007210958,0.0002713769,0.002040673,0.04788008],"study_design_scores_gemma":[0.00005829534,0.00007081303,0.9880944,0.0003743034,0.005286783,0.0003927304,0.000164077,0.001066499,0.0001845491,0.0003223385,0.003969431,0.00001583267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555778,0.127304,0.003642744,0.001508689,0.0001311502,0.000111869,0.006975903,0.000107723,0.004639994],"genre_scores_gemma":[0.9835291,0.01307311,0.0007879765,0.0003515525,0.00009269557,0.00005975163,0.001820342,0.0000115941,0.0002737572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139252,"threshold_uncertainty_score":0.02265239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833220128495877,"score_gpt":0.2941082537062882,"score_spread":0.2757760524213295,"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."}}