{"id":"W4394578753","doi":"10.1016/j.chest.2023.11.032","title":"Candidacy Assessment for Extracorporeal CPR in Out-of-Hospital Cardiac Arrest","year":2024,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Candidacy; Rescue therapy; Extracorporeal; Intensive care medicine; Extracorporeal cardiopulmonary resuscitation; Refractory (planetary science); Emergency medicine; Resuscitation; Internal medicine; Cardiopulmonary resuscitation","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":[0.004179482,0.002977643,0.004840126,0.003778271,0.002536807,0.005616922,0.00288786,0.01779479,0.005705199],"category_scores_gemma":[0.03453744,0.001342032,0.002557831,0.001259972,0.001819775,0.002895906,0.0009704511,0.0217049,0.004687995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00273839,"about_ca_system_score_gemma":0.002327905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288532,"about_ca_topic_score_gemma":0.007506988,"domain_scores_codex":[0.9965087,0.0007288363,0.0008860949,0.0004190932,0.001247147,0.000210251],"domain_scores_gemma":[0.9764399,0.01142955,0.001169981,0.0003698556,0.00779118,0.002799592],"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":[0.0001572568,0.00004442577,0.0004450261,0.0007128225,0.0001057505,0.001579225,0.00003165163,0.00005032732,0.0001069613,0.0001972895,0.9856507,0.01091863],"study_design_scores_gemma":[0.0009247997,0.0003193235,0.009308094,0.006093756,0.00132857,0.009616813,0.0005343402,0.002359095,0.0006265659,0.002121556,0.9666016,0.0001656488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001899779,0.006628556,0.0001524321,0.03044841,0.9606261,0.00004180741,0.00006350681,0.00005135813,0.001797759],"genre_scores_gemma":[0.001311977,0.003799048,0.0001503398,0.01462187,0.978002,0.00002533819,0.0000386204,0.00001718782,0.002033595],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01779479,"threshold_uncertainty_score":0.02210343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229680083359534,"score_gpt":0.3259544065155742,"score_spread":0.3136576056819789,"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."}}