{"id":"W2103507212","doi":"10.3171/2015.4.jns141746","title":"Alcohol and mortality after moderate to severe traumatic brain injury: a meta-analysis of observational studies","year":2015,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Meta-analysis; Traumatic brain injury; Internal medicine; Blood alcohol; Pooled analysis; Poison control; Emergency medicine; Injury prevention; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638834,0.0001822285,0.0018378,0.0005165624,0.00002905002,0.00002443524,0.00007848875,0.00004367369,0.00004205343],"category_scores_gemma":[0.001591234,0.0001238422,0.001085211,0.0008311813,0.0000897164,0.0002328389,0.00003734956,0.0001760441,0.000001088403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002151492,"about_ca_system_score_gemma":0.0001127036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003121567,"about_ca_topic_score_gemma":0.000006456597,"domain_scores_codex":[0.9975863,0.0002653963,0.001052566,0.0001983681,0.0007471968,0.0001501922],"domain_scores_gemma":[0.9977479,0.00066735,0.0005299824,0.0002734136,0.0005280899,0.0002532724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.007341505,0.001497302,0.3858263,0.00118849,0.5486701,0.001388349,0.007821835,0.00368054,0.004131992,0.000237907,0.03630207,0.001913587],"study_design_scores_gemma":[0.0007738016,0.0005456407,0.8749666,0.00005739011,0.1208365,0.0002870461,0.0003186512,0.0002775397,0.0006598213,0.0005363387,0.0005610264,0.0001795553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922791,0.002199901,0.00007856997,0.00501588,0.0001802338,0.0001634159,0.00004257389,0.000007455562,0.00003287744],"genre_scores_gemma":[0.9942071,0.00005960827,0.0005173735,0.004997814,0.00006026571,0.00001455552,0.000002303184,0.00001324211,0.0001276763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4891403,"threshold_uncertainty_score":0.5050136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.406338962100982,"score_gpt":0.4108991485456766,"score_spread":0.004560186444694525,"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."}}