{"id":"W2609519922","doi":"10.1093/sleepj/zsx050.1174","title":"1175 SLEEP-WAKE CYCLE AND EARLY NEUROLOGICAL RECOVERY AFTER MODERATE TO SEVERE TRAUMATIC BRAIN INJURY","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Glasgow Coma Scale; Traumatic brain injury; Medicine; Actigraphy; Polysomnography; Anesthesia; Psychology; Physical therapy; Pediatrics; Internal medicine; Circadian rhythm; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001662363,0.0002817903,0.0002872293,0.0006086103,0.0002136925,0.0003366388,0.0001412059,0.0001720073,0.001305567],"category_scores_gemma":[0.001087064,0.000112253,0.000178069,0.0002797892,0.000255031,0.000156674,0.0003523892,0.0002752505,0.0002453178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665051,"about_ca_system_score_gemma":0.0001984486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353501,"about_ca_topic_score_gemma":0.003587858,"domain_scores_codex":[0.999909,0.00001401709,0.00001638211,0.0000134233,0.00002096471,0.00002620141],"domain_scores_gemma":[0.9995409,0.00006503137,0.0002192131,0.00001838525,0.00005822362,0.00009813564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646019,0.0001897653,0.9813767,0.00003758058,0.0000830131,0.0006893069,0.0002040192,0.0001584794,0.004503535,0.00003192797,0.0001530683,0.01092653],"study_design_scores_gemma":[0.000005941633,0.0003591139,0.998882,0.000003247052,0.000007796928,0.0003341168,0.00004453052,0.000141904,0.0001407133,0.0000177261,0.00006029451,0.000002608821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994417,0.0002197909,0.00007031024,0.00001562663,0.000004297116,0.000007741738,0.00006813851,0.000003113178,0.0001692762],"genre_scores_gemma":[0.9995123,0.00008826335,0.00005073112,0.000013694,0.000007035555,0.0000035732,0.0001646169,0.000001059824,0.0001586534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002353501,"threshold_uncertainty_score":0.004679561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943797928787128,"score_gpt":0.3290645766063327,"score_spread":0.2796265973184614,"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."}}