{"id":"W1991688028","doi":"10.1016/s0924-9338(10)70094-8","title":"S27-04 - Sleep Disorders, Mental Health and Quality of Life","year":2010,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Insomnia; Quality of life (healthcare); Restless legs syndrome; Psychiatry; Medicine; Depression (economics); Anxiety; Sleep disorder; Mood disorders; Obstructive sleep apnea; Mood; Sleep (system call); Sleep apnea; Sleep debt; Mental health; Psychology; Internal medicine","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":[0.0006683198,0.0002955116,0.0004081707,0.0006651499,0.000605036,0.001343978,0.0004345037,0.001149889,0.1897538],"category_scores_gemma":[0.001875449,0.00008398675,0.0003494945,0.0008921055,0.0002644322,0.0006799476,0.000962633,0.001537604,0.0774361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100441,"about_ca_system_score_gemma":0.001987124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770514,"about_ca_topic_score_gemma":0.004586563,"domain_scores_codex":[0.9995015,0.0001540351,0.00003892427,0.00004056186,0.0001911926,0.00007377392],"domain_scores_gemma":[0.9988091,0.0001421745,0.00006924482,0.00003574259,0.0005921894,0.0003514848],"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":[0.00008488622,0.000141721,0.005565514,0.0004324499,0.00001978536,0.0001212673,0.0001230331,0.00004886898,0.0002220349,0.002009363,0.7161388,0.2750922],"study_design_scores_gemma":[0.00003184395,0.0001671629,0.03009428,0.0009295514,0.00001008022,0.0005731075,0.000219514,0.00006654405,0.00008899059,0.001176183,0.9666309,0.00001182522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0149902,0.06191463,0.0009272787,0.08630819,0.02874169,0.0003695928,0.01431941,0.0003742077,0.7920548],"genre_scores_gemma":[0.1345398,0.0951472,0.002988547,0.02390098,0.01446665,0.0008893902,0.02192337,0.0002454973,0.7058985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1897538,"threshold_uncertainty_score":0.6347898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315295088938848,"score_gpt":0.2973578246456286,"score_spread":0.2842048737562402,"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."}}