{"id":"W2969611800","doi":"10.1017/s2045796019000441","title":"Depressive symptoms and sleep problems as risk factors for heart disease: a prospective community study","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University; Douglas Mental Health University Institute","funders":"Henry and Berenice Kaufmann Foundation; Heart and Stroke Foundation of Canada","keywords":"Medicine; Sleep (system call); Disease; Incidence (geometry); Heart disease; Prospective cohort study; Psychiatry; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002890298,0.0002296388,0.0004534356,0.0001886765,0.001370936,0.00002072598,0.000278203,0.0001955491,0.0001176906],"category_scores_gemma":[0.0008888818,0.0001555282,0.00008399157,0.0003979685,0.0008008286,0.000115853,0.00007772282,0.0005060015,0.00003796988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009177927,"about_ca_system_score_gemma":0.00003850658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782338,"about_ca_topic_score_gemma":0.00007711855,"domain_scores_codex":[0.9965385,0.001808181,0.0003761332,0.000678301,0.00009492566,0.0005039161],"domain_scores_gemma":[0.9944099,0.004749633,0.0002676129,0.0003317692,0.0000395667,0.0002015253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475995,0.0004668766,0.9870039,0.00001317125,0.0002804516,2.825616e-7,0.005535926,0.0001088905,4.604599e-7,0.005075863,0.0006142846,0.0007523563],"study_design_scores_gemma":[0.001815518,0.002300199,0.9216783,0.000008023577,0.0002591042,0.00000723539,0.00846901,0.0002145837,1.763307e-7,0.06473874,0.0003029063,0.0002061968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766445,0.01635467,0.0001159816,0.000960243,0.001436463,0.002004565,0.0000231853,0.00006031277,0.002400079],"genre_scores_gemma":[0.9986736,0.0001655524,0.0001234057,0.0005437367,0.00005678664,0.0001924053,0.000005210798,0.00001066666,0.000228658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06532553,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068012764754629,"score_gpt":0.3504458261699658,"score_spread":0.3197656985224195,"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."}}