{"id":"W2086565101","doi":"10.1186/cc5513","title":"Head trauma: risk factors for early brain death – our experience","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Head trauma; Brain trauma; Traumatic brain injury; Medical emergency; Emergency medicine; Psychiatry; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003976082,0.0005552222,0.0004559252,0.0008268207,0.001166876,0.0006255571,0.0003348505,0.0008028881,0.001436572],"category_scores_gemma":[0.001538504,0.0003115827,0.0005183857,0.0006191269,0.0004773883,0.0007175358,0.0007140335,0.0007293758,0.000365265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291809,"about_ca_system_score_gemma":0.0004626801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696977,"about_ca_topic_score_gemma":0.001488505,"domain_scores_codex":[0.9996148,0.00009167067,0.00004352416,0.00006259092,0.00005598545,0.0001313876],"domain_scores_gemma":[0.9994369,0.0001041609,0.0001279779,0.0000566787,0.00006761856,0.0002065362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002829721,0.0005365029,0.9584758,0.00002801474,0.00004408784,0.0283466,0.001387935,0.0001197659,0.0009615212,0.00008467428,0.0003333739,0.009398662],"study_design_scores_gemma":[0.00006338563,0.002159087,0.8254716,0.00005065736,0.0001236323,0.1619398,0.005398334,0.000687879,0.001349277,0.0003441206,0.002308597,0.0001036866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987936,0.0002970802,0.000219772,0.00008072985,0.00001446392,0.00001522209,0.00003148672,0.000003506334,0.0005442205],"genre_scores_gemma":[0.998874,0.0004212436,0.0001908626,0.000105341,0.0000846879,0.0000134411,0.00007558087,0.000003462429,0.0002313068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696977,"threshold_uncertainty_score":0.004805803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06918729603185783,"score_gpt":0.3901815328736602,"score_spread":0.3209942368418024,"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."}}