{"id":"W2119779496","doi":"10.1016/j.biopsych.2015.05.019","title":"Circadian Rhythms and Psychopathology: From Models of Depression to Rhythms in Clock Gene Expression and Back Again","year":2015,"lang":"en","type":"letter","venue":"Biological Psychiatry","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Concordia University; Montreal Clinical Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Circadian rhythm; Rhythm; Depression (economics); Psychopathology; CLOCK; Dark therapy; Biology; Neuroscience; Psychology; Circadian clock; Internal medicine; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000292367,0.0005519449,0.0008897107,0.0003046592,0.00008060982,0.0000408548,0.000334353,0.001993373,0.00007053357],"category_scores_gemma":[0.0001863555,0.0004253849,0.0001158957,0.0002825512,0.0003364615,0.0001235861,0.0003209315,0.001405687,0.00007705212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004266607,"about_ca_system_score_gemma":0.00009187894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004343401,"about_ca_topic_score_gemma":0.000008887399,"domain_scores_codex":[0.9960485,0.0005196207,0.0006971718,0.001750721,0.000308529,0.0006754922],"domain_scores_gemma":[0.9983168,0.0002632914,0.000303082,0.0007073376,0.00003417058,0.0003753596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008579452,0.0003147726,0.07578205,0.0002693025,0.00002089773,0.001036924,0.0009553193,0.0001081075,0.2315711,0.0007842794,0.6814654,0.006833875],"study_design_scores_gemma":[0.01309202,0.002611334,0.1611676,0.004495964,0.0001340749,0.002222763,0.0002433743,0.001084793,0.04874007,0.09859519,0.6611118,0.006501041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374796,0.009759486,0.0002543988,0.04758498,0.002043263,0.0008861633,0.0005555544,0.0000698209,0.00136672],"genre_scores_gemma":[0.6109455,0.002822649,0.01230422,0.3680752,0.004762786,0.0001537069,0.000216896,0.0001448068,0.0005741671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3265341,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801072444738131,"score_gpt":0.2748991769378056,"score_spread":0.2168884524904243,"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."}}