{"id":"W3188443527","doi":"10.1186/1741-7015-11-19","title":"Sleeping well","year":2013,"lang":"en","type":"letter","venue":"BMC Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Circadian rhythm; Medicine; Polysomnography; Population; Chronobiology; Traumatic brain injury; Etiology; Physical medicine and rehabilitation; Neuroscience; Physiology; Internal medicine; Psychiatry","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":[0.0004656363,0.0003138545,0.0005565566,0.0002231896,0.001478576,0.0006093683,0.0002867201,0.002233907,0.005063608],"category_scores_gemma":[0.003938573,0.00008074549,0.0002931626,0.0002771972,0.0003971647,0.001004286,0.0003837053,0.003094722,0.00228551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933605,"about_ca_system_score_gemma":0.0005049591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423598,"about_ca_topic_score_gemma":0.007752731,"domain_scores_codex":[0.9995707,0.0001428225,0.00004736623,0.00005251446,0.000105036,0.00008157633],"domain_scores_gemma":[0.9992648,0.0002605183,0.0001029833,0.00004422419,0.0001994495,0.0001279777],"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":[0.0007070532,0.0003054859,0.04041667,0.001243631,0.0001509123,0.04986952,0.005760588,0.0001409833,0.001331919,0.008117976,0.686648,0.2053073],"study_design_scores_gemma":[0.0001532273,0.0006792423,0.04544079,0.001361931,0.0001332501,0.08747977,0.006264017,0.0004241549,0.0004465206,0.004247761,0.8532382,0.0001311479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1012398,0.0584931,0.003136803,0.6442819,0.05155114,0.0003070509,0.00139704,0.0002786677,0.1393145],"genre_scores_gemma":[0.2880225,0.02037626,0.0007044353,0.6430479,0.01266657,0.0001286365,0.0003440144,0.00005428164,0.0346554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005063608,"threshold_uncertainty_score":0.0169394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400785017852598,"score_gpt":0.3634492918929006,"score_spread":0.2233707901076408,"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."}}