{"id":"W4389538063","doi":"10.1016/j.resuscitation.2023.110082","title":"The impact of double sequential shock timing on outcomes during refractory out-of-hospital cardiac arrest","year":2023,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Sunnybrook Hospital; Public Health Ontario; University of Toronto","funders":"ZOLL Medical Corporation","keywords":"Medicine; Shock (circulatory); Refractory (planetary science); Intensive care medicine; Emergency medicine; Cardiology; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0004383884,0.0001465824,0.0003152747,0.0001934508,0.0001617292,0.00002240878,0.00007693411,0.00008936573,0.000005232045],"category_scores_gemma":[0.0002722629,0.00009596939,0.0004606571,0.0003694995,0.0001004009,0.0001210025,0.00003106132,0.0001548218,0.00005056597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598611,"about_ca_system_score_gemma":0.0001210526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151451,"about_ca_topic_score_gemma":0.000008393685,"domain_scores_codex":[0.9985944,0.00006937151,0.0003856155,0.0002006185,0.0005022849,0.0002476901],"domain_scores_gemma":[0.9987921,0.0003688427,0.0002359852,0.0003191927,0.0002076953,0.00007616259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005989839,0.0004924324,0.6359443,0.0008376985,0.002463391,0.00006004942,0.01578679,0.01023484,0.309344,0.001813418,0.01032485,0.006708428],"study_design_scores_gemma":[0.001577195,0.0002808816,0.9904478,0.0001716136,0.00009387231,7.134302e-8,0.0009679564,0.0002213748,0.005724921,0.0001433667,0.0002491127,0.0001218811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914549,0.00005494781,0.00001244823,0.0004600176,0.005868749,0.0004575063,0.0000200923,0.00007213966,0.001599218],"genre_scores_gemma":[0.9990121,0.0001194134,0.00003389233,0.000003835794,0.0004270034,0.00002195819,0.000100867,0.00002663342,0.0002542609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545035,"threshold_uncertainty_score":0.3913518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894543660691792,"score_gpt":0.3356761515535056,"score_spread":0.3067307149465877,"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."}}