{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004449967,0.0002987917,0.0002674815,0.001520298,0.003167351,0.001213751,0.00119702,0.0003320926,0.002210542],"category_scores_gemma":[0.002102796,0.0002817449,0.0003467995,0.002318931,0.0006414562,0.0002427403,0.001124641,0.0004391203,0.0002017703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02420019,"about_ca_system_score_gemma":0.04218818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9676304,"about_ca_topic_score_gemma":0.9884704,"domain_scores_codex":[0.9988802,0.00003970633,0.00007088337,0.0001319685,0.0003272095,0.0005500205],"domain_scores_gemma":[0.9975962,0.00007793924,0.0006865999,0.0000386108,0.0006880187,0.0009127636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003627552,0.00002278564,0.9923002,0.00004912803,0.00001353271,0.000937363,0.0006941536,0.00008365205,0.0003168946,0.0001013729,0.001183755,0.004260982],"study_design_scores_gemma":[0.00000411845,0.00004197202,0.9925429,0.00008456133,0.00001693633,0.001012436,0.003621403,0.0002092582,0.0001063428,0.00002152892,0.002326686,0.00001181732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910867,0.0005748275,0.0001253086,0.0005357297,0.00001966798,0.0001495738,0.001651818,0.00001560762,0.005840767],"genre_scores_gemma":[0.9973037,0.0006235692,0.0003871903,0.0002149249,0.00001094506,0.00002518125,0.0006402437,0.000003482771,0.0007906776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03236955,"threshold_uncertainty_score":0.1755855,"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."}}