{"id":"W2082856448","doi":"10.1016/j.resuscitation.2014.05.012","title":"BIS after cardiac arrest: Do pros outweigh the cons?","year":2014,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; cons; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006797624,0.0004596132,0.000687747,0.0002823469,0.0002070373,0.0001944134,0.0001778282,0.0009094446,0.00007141781],"category_scores_gemma":[0.0003939689,0.0003027121,0.000637158,0.0003739866,0.0002961417,0.0001211167,0.00005184233,0.00159932,0.0005238511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906361,"about_ca_system_score_gemma":0.0002917511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000038941,"about_ca_topic_score_gemma":0.000004788175,"domain_scores_codex":[0.9967338,0.0004323028,0.0005431002,0.0006576592,0.001110422,0.0005226554],"domain_scores_gemma":[0.997559,0.000626826,0.0003320425,0.0009428246,0.0004296028,0.0001097196],"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":[0.0001782736,0.00001521976,0.003703668,0.0005956974,0.0002810362,0.0001400946,0.0006006607,0.00000361317,0.0001673058,0.00009749752,0.9926018,0.001615178],"study_design_scores_gemma":[0.0006661223,0.00006429362,0.02559986,0.0005206265,0.0006949435,0.000005140613,0.000100972,0.00002919079,0.00004879865,0.0003744248,0.9715198,0.0003758907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009158853,0.001772757,0.0003217456,0.9497209,0.01824359,0.003156745,0.0001781732,0.0002491271,0.01719816],"genre_scores_gemma":[0.357355,0.0003982383,0.0006064367,0.5764132,0.05269542,0.001543249,0.004146652,0.0003187892,0.006523055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3733077,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334752788689928,"score_gpt":0.2653481818556853,"score_spread":0.252000653968786,"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."}}