{"id":"W2142255636","doi":"10.1177/1073858414543150","title":"Post-Traumatic Brain Injury","year":2014,"lang":"en","type":"review","venue":"The Neuroscientist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Traumatic brain injury; Medicine; Apolipoprotein E; Serotonin transporter; Neurotrophic factors; Population; Bioinformatics; Internal medicine; Oncology; Psychiatry; Serotonin; Biology; Receptor","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":[0.0003884172,0.0006239851,0.0008921368,0.001467994,0.001694418,0.001135302,0.0005428334,0.0006810864,0.0369129],"category_scores_gemma":[0.002412502,0.00008627689,0.0007889583,0.00236335,0.0003804544,0.0008769149,0.00144871,0.001140116,0.007969316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008308324,"about_ca_system_score_gemma":0.002253563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425858,"about_ca_topic_score_gemma":0.007177483,"domain_scores_codex":[0.9993686,0.00006215116,0.0001313317,0.00006175831,0.0002235903,0.0001525972],"domain_scores_gemma":[0.9992493,0.00008416736,0.0002403956,0.00004151285,0.000280023,0.0001046333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001104974,0.0005966649,0.166935,0.01031614,0.001196804,0.01642274,0.001568497,0.0002621078,0.00106347,0.00578072,0.2638534,0.5308995],"study_design_scores_gemma":[0.0001479979,0.001053761,0.4670323,0.01075742,0.0008534083,0.05858978,0.002951741,0.0001670836,0.0006748878,0.0122762,0.4453665,0.0001289451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2281395,0.2487457,0.005085769,0.02229111,0.00701187,0.003148193,0.06621767,0.0006216188,0.4187387],"genre_scores_gemma":[0.6272879,0.2226525,0.002930497,0.01715295,0.003551532,0.002132443,0.0468912,0.0001293962,0.0772716],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0369129,"threshold_uncertainty_score":0.1234859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474732159833122,"score_gpt":0.4346824914438505,"score_spread":0.2872092754605383,"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."}}