{"id":"W2742969232","doi":"10.1016/j.resuscitation.2017.08.001","title":"Potential impact of a prehospital redirection system for refractory cardiac arrest","year":2017,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Jewish General Hospital; Montreal General Hospital; Sante Montreal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Montreal Heart Institute","funders":"Fondation Institut de Cardiologie de Montréal; Richard I. Kaufman Endowment Fund in Anesthesia and Critical Care","keywords":"Medicine; Asystole; Cardiopulmonary resuscitation; McNemar's test; Emergency medicine; Extracorporeal cardiopulmonary resuscitation; Return of spontaneous circulation; Resuscitation; Emergency medical services; Cohort; Automated external defibrillator; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003988702,0.0001298933,0.000319806,0.0001306971,0.000299583,0.00005777255,0.00007525733,0.0001324242,0.000002661316],"category_scores_gemma":[0.0004964868,0.0001097006,0.000520071,0.00006507787,0.00008934255,0.000300364,0.00001893701,0.00008971793,0.000007845989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614484,"about_ca_system_score_gemma":0.0001574258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147004,"about_ca_topic_score_gemma":0.000004105327,"domain_scores_codex":[0.9989356,0.00004707956,0.0002982542,0.0002376477,0.0002975618,0.000183835],"domain_scores_gemma":[0.9985267,0.00007533058,0.0004200914,0.000447705,0.0004322583,0.0000979165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009386593,0.0005077233,0.2664241,0.00386653,0.00207381,0.00003664212,0.002710276,0.001125769,0.6429914,0.001722156,0.01341114,0.05574388],"study_design_scores_gemma":[0.001752876,0.0004454024,0.9916402,0.0003475173,0.0002923219,0.000001714798,0.0003776347,0.001137732,0.003402464,0.0001068532,0.0003634359,0.0001318737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986333,0.0001359045,0.001778706,0.0001400098,0.00737802,0.0009823259,0.00008942488,0.00007414188,0.003088437],"genre_scores_gemma":[0.9974939,0.00003064221,0.0007211487,0.000001802473,0.001392152,0.00006629754,0.0001688831,0.00002523488,0.00009990415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7252162,"threshold_uncertainty_score":0.447346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203485389751749,"score_gpt":0.304335286258695,"score_spread":0.2923004323611776,"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."}}