{"id":"W3137626343","doi":"10.1186/s13104-021-05564-1","title":"Evaluation of extracorporeal cardiopulmonary resuscitation eligibility criteria for out-of-hospital cardiac arrest patients","year":2021,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Regina General Hospital; Saskatchewan Health; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Extracorporeal cardiopulmonary resuscitation; Medicine; Interquartile range; Cardiopulmonary resuscitation; Extracorporeal; Retrospective cohort study; Emergency medicine; Cohort; Extracorporeal membrane oxygenation; Internal medicine; Resuscitation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007462569,0.0001304697,0.0004545396,0.0001896714,0.0001100743,0.00002243013,0.00008371552,0.0001383484,0.0000183846],"category_scores_gemma":[0.01691163,0.0001204669,0.0004047828,0.0004250421,0.0002448557,0.00015622,0.00007387006,0.0001749182,0.000005899609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959565,"about_ca_system_score_gemma":0.001168559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000111541,"about_ca_topic_score_gemma":0.00005321914,"domain_scores_codex":[0.9951071,0.001116299,0.0005478635,0.0004362884,0.002474274,0.0003181833],"domain_scores_gemma":[0.9878353,0.001605739,0.0001546008,0.0005313733,0.009741547,0.0001314099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001449453,0.0011023,0.896627,0.001711899,0.0003466184,0.000005260157,0.001913972,0.0001239992,0.057383,0.000295003,0.0031009,0.03594058],"study_design_scores_gemma":[0.001927115,0.0004393997,0.9661995,0.0002501471,0.0003246722,7.627452e-8,0.0006835872,0.001321236,0.02432163,0.004051387,0.0003542195,0.0001270367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900535,0.0006537674,0.0005261387,0.0001930679,0.00502173,0.00193098,0.0002507819,0.00001716682,0.001352889],"genre_scores_gemma":[0.9951644,0.0000689629,0.002896853,0.000003221314,0.0007394331,0.000204481,0.0008763286,0.00002440343,0.00002189343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06957249,"threshold_uncertainty_score":0.9913694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547450440958625,"score_gpt":0.4626948587376017,"score_spread":0.3079498146417393,"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."}}