{"id":"W3161911226","doi":"10.1016/j.resuscitation.2021.05.003","title":"Invasive neuromonitoring post-cardiac arrest: Key considerations","year":2021,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; Michael Smith Health Research BC","keywords":"Medicine; Hypoxia (environmental); Cerebral blood flow; Blood pressure; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001830203,0.0002990481,0.0005315028,0.0001830068,0.0002007881,0.0001495282,0.00007635408,0.0004391526,0.0001119862],"category_scores_gemma":[0.002194259,0.0002973988,0.0003817019,0.0002240387,0.00009262217,0.0001573354,0.00003192311,0.001249554,0.0001041928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007661865,"about_ca_system_score_gemma":0.0004742598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141923,"about_ca_topic_score_gemma":0.000007568403,"domain_scores_codex":[0.9976872,0.0003641267,0.0004352489,0.000577418,0.0006365778,0.0002994782],"domain_scores_gemma":[0.9973214,0.001329825,0.000205384,0.0006006415,0.0004623097,0.00008049906],"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":[0.00002361373,0.00004949927,0.0002191723,0.001044207,0.0003953939,0.001356796,0.0006828523,0.000007211323,0.004759519,0.0003262481,0.9907277,0.000407775],"study_design_scores_gemma":[0.002190707,0.000752096,0.06757399,0.003693343,0.002261901,0.0002683653,0.0007376391,0.00001740395,0.01516797,0.003737841,0.9022189,0.001379841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05305216,0.001963922,0.00007205339,0.9247591,0.01182515,0.001288368,0.0002040823,0.0002646904,0.006570487],"genre_scores_gemma":[0.05766859,0.0007375619,0.006164197,0.9003239,0.02418779,0.0003572506,0.007034677,0.0002437195,0.00328227],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08850881,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028627190643476,"score_gpt":0.2781555293960421,"score_spread":0.2378692574896074,"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."}}