{"id":"W2969997052","doi":"10.1093/neuros/nyz310_832","title":"Meta-Analysis of Functional Outcomes in 5508 Patients Sustaining a Gunshot Wound to the Head","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Meta-analysis; Confidence interval; Glasgow Outcome Scale; Funnel plot; Study heterogeneity; Cohort study; Cohort; Publication bias; Retrospective cohort study; Internal medicine; Surgery; Glasgow Coma Scale","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003455261,0.0001222894,0.0007675963,0.0006400232,0.00002487197,0.00001885037,0.00007501454,0.00003147828,0.001255885],"category_scores_gemma":[0.0002325609,0.00007659298,0.000721015,0.001099289,0.00001645927,0.0000730463,0.00005961874,0.0001036164,0.00004951375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002206646,"about_ca_system_score_gemma":0.00002053331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009805589,"about_ca_topic_score_gemma":0.00009596368,"domain_scores_codex":[0.9986749,0.00006545563,0.0003781921,0.0002530352,0.0004292673,0.0001991277],"domain_scores_gemma":[0.9987201,0.0006670402,0.00009560337,0.0003852455,0.0000761505,0.00005583746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009315059,0.000247988,0.9857696,0.00001722105,0.008907399,0.000007502718,0.00009406976,0.001410575,0.00001754393,0.00009124276,0.00315728,0.0001864675],"study_design_scores_gemma":[0.0003715012,0.00006707343,0.9752834,0.000002674464,0.02022445,1.648847e-7,0.00006471617,0.00009994378,0.00001519529,0.000006823074,0.003799515,0.00006451068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941754,0.00004133261,0.00001327489,0.003265862,0.0002853297,0.0003987377,0.00001288708,0.00001516733,0.001792012],"genre_scores_gemma":[0.9933494,0.000003449935,0.0000135525,0.004347526,0.00001614176,0.00004737432,0.00004285805,0.00001136885,0.002168375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131705,"threshold_uncertainty_score":0.9996571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322743803160357,"score_gpt":0.312754042830037,"score_spread":0.1804796625140013,"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."}}