{"id":"W4296369016","doi":"10.7759/cureus.29318","title":"Potential Candidates for Emergency Department Initiated Extracorporeal Cardiopulmonary Resuscitation (ECPR) in a Canadian Institution","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Queen Elizabeth II Health Sciences Centre; Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Extracorporeal membrane oxygenation; Asystole; Emergency department; Return of spontaneous circulation; Cardiopulmonary resuscitation; Emergency medicine; Resuscitation; Population; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345833,0.0001089111,0.0001743153,0.0002270875,0.0002836055,0.00000858318,0.00005395839,0.00005778833,0.0001016122],"category_scores_gemma":[0.00007836599,0.0001144024,0.0001213853,0.0002996991,0.00002489058,0.0001043535,0.00002362015,0.0001363763,0.000005338477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008665493,"about_ca_system_score_gemma":0.0006256794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08659213,"about_ca_topic_score_gemma":0.1540249,"domain_scores_codex":[0.9988555,0.00006772038,0.0002877224,0.0002362387,0.0002397512,0.0003130895],"domain_scores_gemma":[0.9994957,0.00001534059,0.00006802012,0.0001461226,0.00008416372,0.0001905963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003093143,0.000581215,0.9225217,0.0002771008,0.0003962962,0.001507963,0.002931388,0.009235187,0.008129377,0.003954294,0.03727375,0.01009856],"study_design_scores_gemma":[0.002205988,0.0002831384,0.9467539,0.00002899217,0.0001735624,0.00004986787,0.0007686809,0.003595109,0.0001090104,0.00126776,0.0445137,0.0002503075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882479,0.0008714766,0.0001718009,0.000783893,0.004539935,0.001169482,0.0003999715,0.00004149875,0.003774076],"genre_scores_gemma":[0.9958975,0.0001021118,0.0001428359,0.00007908141,0.0003087637,0.0004836861,0.002874513,0.00001671522,0.00009481458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06743277,"threshold_uncertainty_score":0.9194903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000209475823946,"score_gpt":0.2876263771874291,"score_spread":0.2676242824291896,"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."}}