{"id":"W1976442735","doi":"10.1542/peds.2008-1006","title":"Early Resuscitation of Children With Moderate-to-Severe Traumatic Brain Injury","year":2009,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"U.S. Public Health Service; American College of Surgeons","keywords":"Medicine; Hypoxia (environmental); Traumatic brain injury; Vital signs; Resuscitation; Anesthesia; Retrospective cohort study; Trauma center; Pediatrics; Surgery","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":[0.0003812917,0.0002126684,0.0002161266,0.0003718802,0.0004299771,0.0003071841,0.0002576743,0.0003048681,0.0008953059],"category_scores_gemma":[0.004396052,0.0001134999,0.0002119401,0.0003144284,0.0002123287,0.0003515143,0.0004067925,0.0006396823,0.0001180901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943316,"about_ca_system_score_gemma":0.0006562412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361573,"about_ca_topic_score_gemma":0.00322786,"domain_scores_codex":[0.999557,0.0001251763,0.00006050431,0.000042898,0.0001004346,0.0001139146],"domain_scores_gemma":[0.998494,0.0002735011,0.0009207724,0.00002845039,0.000117645,0.0001656102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009354111,0.00005262119,0.9908494,0.00009011886,0.0000189205,0.001100755,0.0003361164,0.00007271336,0.0003325022,0.00003200092,0.0004408997,0.006580386],"study_design_scores_gemma":[0.000008455278,0.0003297873,0.9918732,0.0001067929,0.00001591093,0.005590729,0.0008181197,0.0001426682,0.0004292022,0.00003356025,0.0006459435,0.000005624131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979984,0.001103815,0.0001149104,0.0002130889,0.00001678555,0.00002285265,0.00009974739,0.000007945766,0.0004224463],"genre_scores_gemma":[0.9990994,0.0004703011,0.0001818427,0.00005032484,0.00001344703,0.00001447625,0.0001170934,0.000001395805,0.00005174906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361573,"threshold_uncertainty_score":0.004695714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779055398545738,"score_gpt":0.2653881711623019,"score_spread":0.2475976171768445,"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."}}