{"id":"W2673610085","doi":"10.1007/s11920-017-0800-z","title":"Sleep and Psychiatric Disorders in Persons With Mild Traumatic Brain Injury","year":2017,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Traumatic brain injury; Sleep (system call); Comorbidity; Wakefulness; Psychiatry; Psychology; Circadian rhythm; Affect (linguistics); Clinical psychology; Medicine; Neuroscience; Electroencephalography","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":[0.0005198858,0.0007431541,0.001478255,0.003150454,0.0002543035,0.0008966851,0.0006599709,0.0009187182,0.002569435],"category_scores_gemma":[0.001695586,0.0002808818,0.0008508275,0.002860164,0.0003778421,0.000875157,0.0006900366,0.0009544271,0.0003353954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013276,"about_ca_system_score_gemma":0.001474533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625229,"about_ca_topic_score_gemma":0.01289789,"domain_scores_codex":[0.9997588,0.00003899899,0.0000858061,0.00004244215,0.00005638652,0.00001757884],"domain_scores_gemma":[0.9991411,0.0004661654,0.0002368886,0.00001211689,0.0001006683,0.00004309724],"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":[0.0001555008,0.00007141746,0.002689283,0.07825896,0.0009335559,0.000276205,0.0001283121,0.0001408812,0.0003307376,0.0004333736,0.01422708,0.9023547],"study_design_scores_gemma":[0.0002760121,0.0005802067,0.06531855,0.1586855,0.01277621,0.008684141,0.001303288,0.0002930273,0.0005541201,0.00204548,0.7492938,0.0001896117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001328202,0.9994999,0.00001346825,0.0001003076,0.00007471058,0.000002450623,0.00001872544,0.000001282267,0.0001562219],"genre_scores_gemma":[0.001189158,0.9983959,0.0000465345,0.0001442723,0.0001260905,0.000003677591,0.00002236855,2.846298e-7,0.0000716594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004625229,"threshold_uncertainty_score":0.009196639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517407331536402,"score_gpt":0.4443204872029699,"score_spread":0.2925797540493297,"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."}}