{"id":"W3119458715","doi":"10.2310/em.4718","title":"Traumatic Brain Injury","year":2020,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concussion; Hypertonic saline; Traumatic brain injury; Subarachnoid hemorrhage; Head trauma; Emergency department; Head injury; Hematoma; Population; Intensive care medicine; Radiology; Poison control; Surgery; Injury prevention; Medical emergency; Anesthesia; Psychiatry","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":[0.0003473405,0.0006870892,0.000684883,0.001606429,0.001660741,0.001401793,0.0005719109,0.0008969428,0.02636983],"category_scores_gemma":[0.002300757,0.0001233586,0.000695303,0.002437796,0.0007168479,0.0008435333,0.001326848,0.001389046,0.008228486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489478,"about_ca_system_score_gemma":0.00588004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02269542,"about_ca_topic_score_gemma":0.02886625,"domain_scores_codex":[0.9992387,0.00007632752,0.0001280917,0.00006458001,0.0003577996,0.0001344481],"domain_scores_gemma":[0.999151,0.00009591106,0.0001568281,0.00004277304,0.0004433513,0.0001101232],"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":[0.0002142831,0.00009395904,0.01377633,0.004151386,0.0002670762,0.007109889,0.0003704578,0.0001809002,0.0005405062,0.009868827,0.398345,0.5650814],"study_design_scores_gemma":[0.00006204312,0.0001939524,0.03123759,0.00701855,0.0002328998,0.04652901,0.0008973631,0.00009176807,0.0005568029,0.008181758,0.904941,0.00005716946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02324745,0.4115319,0.004703834,0.02369621,0.01311332,0.0009258803,0.01018034,0.0006207708,0.5119802],"genre_scores_gemma":[0.1471587,0.7102467,0.005820356,0.0210788,0.006672611,0.0005779059,0.01658019,0.0001261219,0.0917386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02636983,"threshold_uncertainty_score":0.08821589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581885729661593,"score_gpt":0.2991371775168504,"score_spread":0.2433183202202344,"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."}}