{"id":"W4220818982","doi":"10.1016/j.amepre.2022.01.027","title":"Healthy Lifestyle Score Including Sleep Duration and Cardiovascular Disease Risk","year":2022,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institutes of Health; National Cancer Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; American Diabetes Association","keywords":"Medicine; Hazard ratio; Proportional hazards model; Stroke (engine); Disease; Internal medicine; Prospective cohort study; Physical therapy; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713036,0.0001257861,0.0004218919,0.0002549455,0.0002948324,0.000004509187,0.0001443376,0.00001661411,0.0006762417],"category_scores_gemma":[0.0002394221,0.00009854151,0.0001837214,0.0004287118,0.0003728368,0.00006604239,0.00007216441,0.000543193,0.000004322438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006818967,"about_ca_system_score_gemma":0.00005316849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003553977,"about_ca_topic_score_gemma":0.000002305118,"domain_scores_codex":[0.9975117,0.001082526,0.0005220419,0.0002123011,0.0004693488,0.0002021077],"domain_scores_gemma":[0.9985268,0.0001665295,0.0007418788,0.0002183055,0.0000869182,0.0002596096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002171669,0.0005599979,0.2586575,0.00002302156,0.008599314,0.0006643112,0.0195653,0.001495419,0.00004259676,0.0004650286,0.005353803,0.7024021],"study_design_scores_gemma":[0.02514824,0.02086995,0.6576099,0.0004283464,0.01188758,0.001882551,0.1951897,0.0006525294,0.00001040894,0.003906891,0.08145913,0.0009547411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616331,0.0294467,0.004446351,0.00233362,0.001126089,0.0001985259,0.000008283388,0.00001262611,0.0007946996],"genre_scores_gemma":[0.997721,0.001271373,0.00008433985,0.0004519729,0.0003342207,0.00001468559,0.000005434612,0.00001901458,0.00009796446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014473,"threshold_uncertainty_score":0.7404373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657334037272909,"score_gpt":0.2989546356459779,"score_spread":0.2823812952732488,"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."}}