{"id":"W2259064855","doi":"10.1136/postgradmedj-2013-305004rep","title":"Republished: Pediatric Emergency Care Applied Research Network head injury clinical prediction rules are reliable in practice","year":2015,"lang":"en","type":"article","venue":"Postgraduate Medical Journal","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Head injury; Neurosurgery; Emergency medicine; Intubation; Emergency department; Pediatrics; Surgery; 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":[0.01823748,0.0004339062,0.001128505,0.00223234,0.000419352,0.003927167,0.001379853,0.001062778,0.06161893],"category_scores_gemma":[0.1546235,0.0005521944,0.0003893824,0.002732674,0.0006724041,0.002120941,0.001725804,0.001635822,0.01771411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353631,"about_ca_system_score_gemma":0.003858865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532862,"about_ca_topic_score_gemma":0.003917861,"domain_scores_codex":[0.9839444,0.008831205,0.002063583,0.001263918,0.003440103,0.0004567122],"domain_scores_gemma":[0.8881317,0.03646639,0.01374327,0.008026833,0.05021907,0.003412802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001245484,0.0003607492,0.2125001,0.001325563,0.0003753171,0.0002346537,0.0003551407,0.001114575,0.0003232693,0.001994816,0.4310492,0.3491213],"study_design_scores_gemma":[0.000896523,0.0007650778,0.5340787,0.006005271,0.0004977203,0.000894994,0.0009944794,0.01392029,0.001700335,0.005620529,0.4345052,0.0001209403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2096832,0.03954191,0.04425244,0.09540486,0.02514383,0.006709437,0.1179024,0.004041613,0.4573204],"genre_scores_gemma":[0.7081648,0.02454879,0.08606987,0.0101482,0.007687107,0.004606883,0.09518918,0.001832038,0.06175306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06161893,"threshold_uncertainty_score":0.2061358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307329590835855,"score_gpt":0.4302249950310237,"score_spread":0.2994920359474382,"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."}}