{"id":"W2135103637","doi":"10.1186/1471-2431-14-148","title":"A prospective observational study to assess the diagnostic accuracy of clinical decision rules for children presenting to emergency departments after head injuries (protocol): the Australasian Paediatric Head Injury Rules Study (APHIRST)","year":2014,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Townsville Hospital and Health Service; State Government of Victoria; Auckland District Health Board; Department of Health, Government of Western Australia; Murdoch Children's Research Institute; Auckland Medical Research Foundation; Medical Research Council; Children’s Hospital of Wisconsin Research Institute","keywords":"Medicine; Observational study; Head injury; Emergency department; Emergency medicine; Prospective cohort study; Clinical prediction rule; Medical emergency; Traumatic brain injury; Protocol (science); Intensive care medicine; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007607856,0.0007036994,0.001050424,0.0007862115,0.000702925,0.001399011,0.0009729039,0.0008494096,0.001769839],"category_scores_gemma":[0.01742916,0.0008814071,0.001214272,0.00130754,0.0006463909,0.0013513,0.001030059,0.00132068,0.000598614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323538,"about_ca_system_score_gemma":0.002262805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00566915,"about_ca_topic_score_gemma":0.005267722,"domain_scores_codex":[0.9950329,0.002024561,0.001045317,0.0007111704,0.0008447202,0.0003413504],"domain_scores_gemma":[0.9863595,0.003118196,0.005936895,0.00116342,0.002219393,0.001202587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003517636,0.001110332,0.9923459,0.0001129077,0.0002696084,0.0001160696,0.0004137444,0.00008517288,0.00007428294,0.000043807,0.000577696,0.001332794],"study_design_scores_gemma":[0.001987265,0.008314642,0.9861255,0.00008529549,0.0002083431,0.0004517186,0.0009616562,0.0006653512,0.0001134489,0.00007972227,0.0009709104,0.00003619389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9942258,0.0001119931,0.0002109084,0.00006422203,0.00002204618,0.002484414,0.002385466,0.000007135298,0.0004880693],"genre_scores_gemma":[0.9872459,0.0001532881,0.001117354,0.0002207643,0.00004226811,0.005298637,0.005635888,0.000008922659,0.0002768981],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007607856,"threshold_uncertainty_score":0.04023468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094096299876449,"score_gpt":0.4352326526225763,"score_spread":0.3258230226349313,"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."}}