{"id":"W2790543796","doi":"10.1007/s00406-018-0866-6","title":"Sleep and circadian rhythms in health and disease: a complex interplay","year":2018,"lang":"en","type":"letter","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Circadian rhythm; Sleep (system call); Neuroscience; Dark therapy; Disease; Psychology; Medicine; Rhythm; Internal medicine; Computer science","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":[0.001084234,0.0002745837,0.0008560491,0.0003453628,0.0007739592,0.001951057,0.0004956954,0.004375408,0.002671994],"category_scores_gemma":[0.003823628,0.0001902529,0.0003331958,0.0004713278,0.001714811,0.002138209,0.001196696,0.004184544,0.0006764163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008122598,"about_ca_system_score_gemma":0.0008314509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116096,"about_ca_topic_score_gemma":0.002531522,"domain_scores_codex":[0.9993481,0.0002754524,0.00007609267,0.00008772851,0.000145832,0.00006674759],"domain_scores_gemma":[0.9975682,0.001601437,0.0002952814,0.0001157484,0.0002292883,0.0001900584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001349346,0.0003061256,0.03553473,0.002300993,0.0004956513,0.03194927,0.003791778,0.0006063651,0.005331483,0.06965365,0.4199099,0.4287708],"study_design_scores_gemma":[0.000256864,0.0002312397,0.04961772,0.001232533,0.0001696923,0.02004878,0.002443882,0.0007259942,0.0005253259,0.05895839,0.8656667,0.0001228958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01812703,0.1922941,0.001432457,0.7603769,0.01586921,0.00002253088,0.0001239723,0.0000540224,0.01169977],"genre_scores_gemma":[0.2861314,0.2321725,0.002562334,0.234239,0.2334828,0.0001109216,0.0001442935,0.00005640929,0.01110034],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004375408,"threshold_uncertainty_score":0.00893867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620873820225444,"score_gpt":0.3322323312875701,"score_spread":0.2860235930853157,"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."}}