{"id":"W4297509452","doi":"10.1016/j.resuscitation.2022.07.007","title":"Are three criteria enough to determine who benefits from extracorporeal cardiopulmonary resuscitation?","year":2022,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Extracorporeal; Resuscitation; Intensive care medicine; Cardiopulmonary bypass; Emergency medicine; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008220327,0.0006607978,0.002268854,0.001831057,0.006833764,0.005466132,0.003307581,0.05854913,0.01195883],"category_scores_gemma":[0.04771199,0.0007463639,0.001815557,0.00136406,0.004219251,0.005299212,0.002382364,0.03475777,0.00796493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006139508,"about_ca_system_score_gemma":0.01167246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306869,"about_ca_topic_score_gemma":0.02898488,"domain_scores_codex":[0.9924137,0.00231753,0.001492727,0.0006665917,0.001209045,0.001900286],"domain_scores_gemma":[0.969161,0.01394245,0.00244843,0.0006552876,0.006601311,0.007191537],"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":[0.0003171309,0.0002716072,0.03099533,0.0002148387,0.00008730435,0.01435216,0.001378917,0.0002309944,0.0005575832,0.01576713,0.9037361,0.03209095],"study_design_scores_gemma":[0.0005970147,0.0002759036,0.02726643,0.004123786,0.0002520107,0.04291683,0.01720363,0.003499542,0.0009175351,0.1382845,0.7640402,0.0006225737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00334257,0.001132845,0.0003313613,0.9777063,0.005565711,0.00002686249,0.000129982,0.00001980869,0.01174459],"genre_scores_gemma":[0.04701027,0.001805003,0.00189497,0.9144521,0.02603206,0.0001652273,0.0002267635,0.00005567534,0.00835778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05854913,"threshold_uncertainty_score":0.04454541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575411102635002,"score_gpt":0.2875566205747749,"score_spread":0.2518025095484249,"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."}}