{"id":"W4234925677","doi":"10.1089/ther.2021.29080.pjl","title":"Temperature Management in Neurological and Neurosurgical Intensive Care Unit","year":2021,"lang":"en","type":"article","venue":"Therapeutic Hypothermia and Temperature Management","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Neurosurgery; Neurology; Intensive care unit; Emergency medicine; Family medicine; General surgery; Library science; Medical emergency; Intensive care medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141655,0.0002776084,0.000380395,0.0001542222,0.000115767,0.0001035199,0.00006198488,0.0001785371,0.00005029644],"category_scores_gemma":[0.00001358582,0.0002105628,0.00008940336,0.0003684402,0.0001161236,0.00005189784,0.0001431413,0.0004288658,0.000006895542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001844863,"about_ca_system_score_gemma":0.00001651189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000188315,"about_ca_topic_score_gemma":0.00000868711,"domain_scores_codex":[0.9984603,0.0001557,0.000237927,0.0005779028,0.000262545,0.0003056552],"domain_scores_gemma":[0.9993132,0.00006082972,0.00003550125,0.0003127876,0.0001470467,0.0001306365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005529786,0.001122624,0.3100322,0.005585642,0.003700215,0.06107223,0.01368749,0.0001513572,0.06237875,0.06101569,0.002882329,0.4728417],"study_design_scores_gemma":[0.004232088,0.0001607251,0.9365447,0.0002663255,0.0004431458,0.0002541351,0.008642284,0.00005130668,0.0003132264,0.0005485438,0.04816738,0.0003761687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980409,0.006587514,0.000002788881,0.004861507,0.00051999,0.0007275608,0.000005169991,0.00006553599,0.006820912],"genre_scores_gemma":[0.9849073,0.003744712,0.000211216,0.008852122,0.0001145709,0.00004782686,0.00003644031,0.00003378102,0.002052053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6265125,"threshold_uncertainty_score":0.85865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518752029300158,"score_gpt":0.2648647565995362,"score_spread":0.2496772363065347,"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."}}