{"id":"W4308120678","doi":"10.3390/jcm11216466","title":"Long-Term Outcomes in Severe Traumatic Brain Injury and Associated Factors: A Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Faculdade de Medicina da Universidade de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Institute for Health and Care Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Department of Health and Social Care; Government of the United Kingdom","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Prospective cohort study; Glasgow Outcome Scale; Cohort study; Cohort; Injury Severity Score; Pediatrics; Poison control; Injury prevention; Emergency medicine; Anesthesia; Surgery; 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":[0.001135582,0.0004562222,0.0004768978,0.0008659955,0.0008906009,0.0007101325,0.0004046219,0.0005623485,0.001164264],"category_scores_gemma":[0.001755684,0.0004200964,0.0007289734,0.001365669,0.0003352494,0.0008703446,0.0007876516,0.0008362067,0.0003277027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716266,"about_ca_system_score_gemma":0.0005471616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517701,"about_ca_topic_score_gemma":0.006626869,"domain_scores_codex":[0.9993173,0.000142836,0.0000859045,0.0001694929,0.0001334892,0.0001509371],"domain_scores_gemma":[0.9988102,0.0001144483,0.0004807565,0.0001357669,0.0001493911,0.0003094336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042337,0.00006338114,0.9991693,0.000005851322,0.00004886793,0.00008645908,0.00007038163,0.00001409841,0.00007096572,0.000005781796,0.00004525609,0.0003154548],"study_design_scores_gemma":[0.00001026369,0.000287724,0.9989539,0.00000735205,0.00002763406,0.0002923256,0.0002501884,0.00004855649,0.00001773945,0.000009580453,0.00008922749,0.000005461079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992963,0.0001078765,0.0000573969,0.00002017409,0.000005411673,0.00002299227,0.0003752942,0.000001322536,0.0001133195],"genre_scores_gemma":[0.9988821,0.0001457022,0.0000896419,0.00002472366,0.00001297191,0.00003414215,0.0006786935,0.000001888834,0.0001301677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005517701,"threshold_uncertainty_score":0.01097113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08459245456352027,"score_gpt":0.4171605529501993,"score_spread":0.3325680983866791,"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."}}