{"id":"W2940893790","doi":"10.1093/ije/dyz078","title":"Smoking, drinking, diet and physical activity—modifiable lifestyle risk factors and their associations with age to first chronic disease","year":2019,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":481,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Environmental health; Physical activity; Disease; Gerontology; Chronic disease; Demography; Internal medicine; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005753154,0.0002286586,0.0002010877,0.0005403156,0.0003252575,0.0005570148,0.0003701358,0.0003140641,0.00235634],"category_scores_gemma":[0.001936802,0.0001201908,0.0005521165,0.0007208693,0.000354282,0.0001946796,0.0003098471,0.0005498033,0.0001548763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394576,"about_ca_system_score_gemma":0.001870842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2420936,"about_ca_topic_score_gemma":0.3146876,"domain_scores_codex":[0.9997228,0.00003577207,0.0000166127,0.00005592687,0.00008904844,0.00007996598],"domain_scores_gemma":[0.9987318,0.000199319,0.0005761912,0.00005767484,0.0001450504,0.0002899018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003325532,0.000009805021,0.9985103,0.00001554144,0.00004943304,0.00001348319,0.00003317404,0.00005940926,0.00005071755,0.00002143649,0.00005940524,0.00114399],"study_design_scores_gemma":[0.000001707448,0.00001306988,0.9996123,0.00000776794,0.00001841131,0.00002302059,0.00002199203,0.00007902953,0.0000165101,0.0000200133,0.0001849519,0.000001293999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943044,0.002849697,0.0001854986,0.0002881052,0.00001801101,0.00002302026,0.001257044,0.00000664457,0.001067635],"genre_scores_gemma":[0.9985775,0.0005059306,0.0001122108,0.0000292855,0.00001261775,0.000005767514,0.0004462144,0.000001360175,0.0003091957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2420936,"threshold_uncertainty_score":0.4813689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799708888638915,"score_gpt":0.3447417840096765,"score_spread":0.3067446951232873,"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."}}