{"id":"W2064817005","doi":"10.1542/gr.20-3-28","title":"Hypothermia for Traumatic Brain Injury","year":2008,"lang":"en","type":"article","venue":"AAP Grand Rounds","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypothermia; Traumatic brain injury; Glasgow Coma Scale; Anesthesia; Core temperature; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232348,0.0001302054,0.0002939211,0.00009611478,0.0001221625,0.000005797431,0.00006911206,0.00009030269,0.0001774201],"category_scores_gemma":[0.0001998877,0.00009644009,0.0001140144,0.0001527331,0.0001409028,0.00006642177,0.00000839421,0.0001020592,0.0000297211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617481,"about_ca_system_score_gemma":0.00006798372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000121081,"about_ca_topic_score_gemma":0.0000036669,"domain_scores_codex":[0.9990738,0.00002363144,0.0002661908,0.0001729529,0.0002419868,0.0002214295],"domain_scores_gemma":[0.9992767,0.0001995192,0.00006222809,0.0002621381,0.00006896402,0.0001304543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006444557,0.001831954,0.04695742,0.001626135,0.000937025,0.0002527502,0.02267664,0.0000571924,0.08956591,0.008671433,0.5492623,0.2717166],"study_design_scores_gemma":[0.01989457,0.002633033,0.4971405,0.0004405291,0.0003277399,0.001134384,0.0004754316,0.001441824,0.004624563,0.004596581,0.4666934,0.0005974669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863674,0.0002644249,0.003147015,0.005442268,0.000294077,0.0006117037,0.000006096013,0.0001887084,0.003678288],"genre_scores_gemma":[0.9790316,0.00002403735,0.001377861,0.002393293,0.000485591,0.00005934795,0.00002285168,0.00005548887,0.0165499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4501831,"threshold_uncertainty_score":0.3932713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422797689027889,"score_gpt":0.3261805239699387,"score_spread":0.2719525470796599,"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."}}