{"id":"W6939144580","doi":"10.60692/8bsdn-hjt31","title":"WSES consensus conference guidelines: monitoring and management of severe adult traumatic brain injury patients with polytrauma in the first 24 hours","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Polytrauma; Traumatic brain injury; Delphi method; Consensus conference; Clinical Practice; Neurosurgery; Emergency 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":[0.07647432,0.001580705,0.001773226,0.006365082,0.0019569,0.002568827,0.00403028,0.007303235,0.003694527],"category_scores_gemma":[0.09642661,0.0006613438,0.00335613,0.003461471,0.001357147,0.00254366,0.003797381,0.004343541,0.001983273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546627,"about_ca_system_score_gemma":0.02378357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677374,"about_ca_topic_score_gemma":0.006176451,"domain_scores_codex":[0.9195678,0.04744021,0.02307281,0.001070593,0.007121281,0.001727297],"domain_scores_gemma":[0.8754537,0.0309561,0.0133844,0.001923301,0.07220028,0.006082218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005202522,0.001041135,0.01348235,0.02875914,0.0005553682,0.002481322,0.008977839,0.00461224,0.003127106,0.01141827,0.4895232,0.4355018],"study_design_scores_gemma":[0.0008435036,0.0009770831,0.03322532,0.1039693,0.0007119934,0.003174394,0.01413099,0.004980867,0.002236339,0.01911991,0.8162956,0.0003345689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0441713,0.09649222,0.09634636,0.5962316,0.03758885,0.047476,0.006586478,0.0007692057,0.07433801],"genre_scores_gemma":[0.2330275,0.113242,0.5041671,0.05458599,0.009672108,0.04773699,0.01376973,0.0002546128,0.02354392],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07647432,"threshold_uncertainty_score":0.4044397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753982992329743,"score_gpt":0.2511408591753215,"score_spread":0.2036010292520241,"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."}}