{"id":"W2059329824","doi":"10.1097/01.pcc.0000298759.78616.3a","title":"Prediction of raised intracranial pressure complicating severe traumatic brain injury in children: Implications for trial design*","year":2008,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Process Metallurgy (Canada)","funders":"","keywords":"Medicine; Traumatic brain injury; Intracranial pressure; Raised intracranial pressure; Intracranial pressure monitoring; Intensive care medicine; Emergency medicine; Anesthesia; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1654873,0.001055133,0.00386539,0.001030232,0.0005017041,0.00252358,0.002182345,0.003075713,0.001726083],"category_scores_gemma":[0.3073304,0.0007462505,0.003831199,0.001510729,0.001324979,0.003154818,0.001091597,0.002741134,0.00019112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293233,"about_ca_system_score_gemma":0.003838423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009470301,"about_ca_topic_score_gemma":0.001476141,"domain_scores_codex":[0.7527359,0.2279304,0.01039156,0.004312096,0.003798546,0.0008315247],"domain_scores_gemma":[0.5871225,0.3779471,0.02303641,0.006911398,0.003227039,0.001755563],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3510124,0.004602145,0.329388,0.01402059,0.03580285,0.0004505302,0.000659846,0.03969717,0.0005646627,0.006679098,0.005220036,0.2119028],"study_design_scores_gemma":[0.3077438,0.0812888,0.1430891,0.01383102,0.02685354,0.0007818743,0.0005565666,0.3755327,0.001974051,0.03889887,0.00888597,0.0005637699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582364,0.0738592,0.09282947,0.02563051,0.002750919,0.03899993,0.002324589,0.0006882714,0.004680821],"genre_scores_gemma":[0.899328,0.004043781,0.06325732,0.003255873,0.0008089795,0.02817603,0.0006629726,0.000038806,0.0004281416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8345127,"threshold_uncertainty_score":0.8751912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07501491722977635,"score_gpt":0.3382452686893984,"score_spread":0.263230351459622,"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."}}