{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003101392,0.001184839,0.001747394,0.001103477,0.004488039,0.005959942,0.002259343,0.06354921,0.006003607],"category_scores_gemma":[0.02641903,0.0008676242,0.001887344,0.000782926,0.004137179,0.00665715,0.002590597,0.04611694,0.004251247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568886,"about_ca_system_score_gemma":0.006176802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004810704,"about_ca_topic_score_gemma":0.01170356,"domain_scores_codex":[0.9965302,0.00130135,0.000724952,0.000353022,0.0005906014,0.0004997812],"domain_scores_gemma":[0.9877015,0.006067754,0.0008680874,0.0004385771,0.002421678,0.002502469],"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":[0.0001358963,0.0001891403,0.008758439,0.0004845813,0.00008347424,0.1670172,0.0009407318,0.0007140618,0.0009655913,0.008079309,0.7720121,0.04061949],"study_design_scores_gemma":[0.0002299403,0.0003046331,0.007088285,0.003771373,0.0001238186,0.1768448,0.00521412,0.002120588,0.0004600789,0.05761887,0.7459611,0.0002624233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001101403,0.004486619,0.0005134786,0.9782676,0.008467151,0.00003499301,0.0000350083,0.0000392848,0.007054466],"genre_scores_gemma":[0.02638926,0.01034995,0.003115663,0.8036826,0.1496729,0.0001450523,0.00008005622,0.00005053442,0.006513936],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06354921,"threshold_uncertainty_score":0.03314978,"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."}}