{"id":"W2904865668","doi":"10.1016/j.sleep.2018.12.004","title":"Sleep and wakefulness processes in moderate to severe chronic traumatic brain injury are related to global trauma and intake of psychoactive medications","year":2018,"lang":"en","type":"letter","venue":"Sleep Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Wakefulness; Traumatic brain injury; Medicine; Sleep (system call); Anesthesia; Psychology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001219346,0.0007383547,0.00198751,0.001102707,0.000120597,0.0000294925,0.0004756191,0.0009625198,0.0005852077],"category_scores_gemma":[0.002438061,0.0006018595,0.00007056211,0.002353645,0.001009311,0.0001579049,0.0001726231,0.001870129,0.00004409584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565512,"about_ca_system_score_gemma":0.0004155738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002236749,"about_ca_topic_score_gemma":0.0006932922,"domain_scores_codex":[0.9944893,0.0003239911,0.001504812,0.001256785,0.001515078,0.0009100065],"domain_scores_gemma":[0.9963337,0.0008205502,0.0004660377,0.00101051,0.0006893952,0.0006797597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002423544,0.0004776763,0.003372402,0.01719527,0.001616595,0.000471027,0.02039605,0.00001242264,0.0002302598,0.00007994068,0.7658421,0.1878827],"study_design_scores_gemma":[0.07979225,0.04876992,0.4167081,0.1407983,0.006652848,0.006350328,0.02543667,0.005985148,0.002334955,0.02028202,0.2386296,0.008259906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3210908,0.001194752,0.0004265432,0.6712275,0.0003435099,0.003582811,0.0003018779,0.00009212458,0.001740029],"genre_scores_gemma":[0.8107278,0.0001308644,0.001095107,0.1832918,0.001980534,0.0009770634,0.0005073199,0.00020241,0.001087117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5272124,"threshold_uncertainty_score":0.9996433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381376640780936,"score_gpt":0.3592547745365031,"score_spread":0.3154410081286937,"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."}}