{"id":"W2011571056","doi":"10.1159/000120609","title":"Complications of Pediatric Head Injury","year":2008,"lang":"en","type":"review","venue":"Pediatric Neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Head trauma; Head injury; Hematoma; Intervention (counseling); Surgery; Head (geology); Epidural hematoma; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002281341,0.0006402225,0.003050304,0.001025595,0.000139062,0.00001608149,0.0003525355,0.0003527045,0.00005099016],"category_scores_gemma":[0.0005250075,0.0005439838,0.002036538,0.002118777,0.0001337537,0.0000855491,0.0001091269,0.0008012284,0.0002083369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135886,"about_ca_system_score_gemma":0.0008839214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004479707,"about_ca_topic_score_gemma":1.870787e-7,"domain_scores_codex":[0.995926,0.0002863442,0.001842269,0.0008137754,0.0006624035,0.0004692361],"domain_scores_gemma":[0.9957348,0.001399331,0.001153349,0.001289554,0.0001382417,0.0002846982],"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":[0.00004475109,0.001275506,0.006499922,0.07351916,0.0002628662,0.0002458953,0.00003547582,3.429305e-7,0.000001033184,0.00009492254,0.09676354,0.8212566],"study_design_scores_gemma":[0.0002303162,0.0001462997,0.005625855,0.0006323716,0.003533322,0.0007856679,0.000001025051,5.638227e-7,0.000001556298,0.00001087328,0.9885873,0.0004448015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001018262,0.9948102,0.0000128815,0.00004348324,0.001258736,0.001103975,0.0002338479,0.0001749741,0.001343662],"genre_scores_gemma":[0.0002948244,0.9966178,0.0001033824,0.0001688882,0.002057667,0.000190521,0.0001705707,0.0001301848,0.0002661533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8918238,"threshold_uncertainty_score":0.9997011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0877982650276407,"score_gpt":0.3435400041686125,"score_spread":0.2557417391409718,"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."}}