{"id":"W2525118050","doi":"10.1186/s12883-016-0709-x","title":"Evolution of severe sleep-wake cycle disturbances following traumatic brain injury: a case study in both acute and subacute phases post-injury","year":2016,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; National Institute for Health and Care Research","keywords":"Medicine; Actigraphy; Traumatic brain injury; Sleep deprivation; Sleep (system call); Anesthesia; Neurology; Neurosurgery; Physical therapy; Internal medicine; Circadian rhythm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003332588,0.0007999517,0.0005788981,0.001762669,0.001756912,0.001096133,0.0006966674,0.00194559,0.001661059],"category_scores_gemma":[0.001703504,0.0005425556,0.0006119116,0.001173316,0.001015222,0.001220634,0.001143796,0.001357115,0.0006111615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006250428,"about_ca_system_score_gemma":0.0006955138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933355,"about_ca_topic_score_gemma":0.003158117,"domain_scores_codex":[0.9995665,0.00005050563,0.00007488462,0.00008619217,0.00008753246,0.000134402],"domain_scores_gemma":[0.9988385,0.0001734231,0.0004139138,0.00007512775,0.0001290669,0.0003700564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001285367,0.0001681073,0.1400862,0.00008209368,0.00002574452,0.8522379,0.001773443,0.00005850729,0.001234507,0.00008144877,0.0003250893,0.003798458],"study_design_scores_gemma":[0.000006215973,0.000179404,0.03474496,0.00001994424,0.00001756329,0.9629238,0.001024439,0.000103278,0.0002594126,0.00005427537,0.0006534609,0.00001324338],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953451,0.001816519,0.0004786254,0.0003461103,0.0000435427,0.00007425746,0.00006838257,0.00001555825,0.00181193],"genre_scores_gemma":[0.9976966,0.001125209,0.0003178987,0.0001715955,0.0001891059,0.00001558376,0.00007290592,0.000006375213,0.0004047765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00194559,"threshold_uncertainty_score":0.005556822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126917651984539,"score_gpt":0.3515927617494941,"score_spread":0.3103235852296487,"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."}}