{"id":"W2034524720","doi":"10.1159/000120527","title":"Effect of Population Characteristics on Head Injury Mortality","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Head injury; Head (geology); Population; Emergency medicine; Surgery; Environmental health","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":[0.001404645,0.0002857053,0.0004138669,0.001106559,0.000323027,0.0006470448,0.000364085,0.0005928495,0.00128806],"category_scores_gemma":[0.01021742,0.0002585832,0.000570191,0.0009159396,0.0003861446,0.0006645537,0.0005646163,0.0008529624,0.0002384892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994636,"about_ca_system_score_gemma":0.0003572837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077904,"about_ca_topic_score_gemma":0.003208535,"domain_scores_codex":[0.9989274,0.0004474551,0.0001105152,0.0001554763,0.0001690486,0.0001900569],"domain_scores_gemma":[0.9931697,0.00259617,0.002412,0.0004306979,0.000559349,0.0008322386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006239288,0.000009869746,0.9991649,0.000001724712,0.00002294032,0.00004079995,0.00001218889,0.00005654748,0.00002521696,0.000005549568,0.00002436843,0.0005734361],"study_design_scores_gemma":[0.00000292151,0.00009944489,0.9991376,0.00000276589,0.00001398928,0.000202031,0.00005543828,0.0003893806,0.00003429475,0.00001486657,0.00004414369,0.000003099547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989687,0.000350745,0.0001252081,0.00007589308,0.000007073038,0.000005693707,0.0001568968,0.00000890759,0.0003008846],"genre_scores_gemma":[0.9996473,0.00006870965,0.00004817566,0.00001028777,0.00001190783,0.000004695394,0.0001636062,0.00000235493,0.00004300232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003077904,"threshold_uncertainty_score":0.007428527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06411832976228185,"score_gpt":0.4117353127081241,"score_spread":0.3476169829458423,"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."}}