{"id":"W4395696806","doi":"10.1016/j.chstcc.2024.100074","title":"Neuroprognostication After Cardiac Arrest","year":2024,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"","keywords":"Cardiology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003223378,0.0003220162,0.0003249342,0.0003961794,0.001047416,0.0008656094,0.0002371272,0.001665303,0.001242208],"category_scores_gemma":[0.002667793,0.00007196429,0.0002545141,0.0002667593,0.001041042,0.0008365948,0.0007083275,0.002369629,0.0003182309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010402,"about_ca_system_score_gemma":0.0007517099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956223,"about_ca_topic_score_gemma":0.003371304,"domain_scores_codex":[0.9996586,0.0001175905,0.00004559991,0.0000302405,0.00005782225,0.00009015404],"domain_scores_gemma":[0.9993284,0.0002591746,0.0001958374,0.00002472383,0.00008992114,0.0001020013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000224186,0.0001371738,0.03123231,0.0009763854,0.00006166509,0.8424024,0.004474569,0.0009889127,0.005322826,0.007746247,0.01639156,0.0900417],"study_design_scores_gemma":[0.00004120006,0.0003843116,0.03682456,0.002047141,0.00005810467,0.9055017,0.003924707,0.001654607,0.00218361,0.007763042,0.03954227,0.00007484875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.623332,0.1011306,0.01643807,0.1110108,0.003495573,0.0005554812,0.0003484161,0.0005957023,0.1430934],"genre_scores_gemma":[0.9727647,0.01214556,0.001562478,0.009867371,0.00110786,0.00004535637,0.00006075248,0.00001452777,0.002431424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001956223,"threshold_uncertainty_score":0.007331014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331318544036309,"score_gpt":0.307692840150342,"score_spread":0.294379654709979,"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."}}