{"id":"W4379599947","doi":"10.1007/s12630-023-02501-7","title":"Outcomes of patients with respiratory failure declined for extracorporeal membrane oxygenation: a prospective observational study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; The Scarborough Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Prospective cohort study; Confidence interval; Odds ratio; Pediatrics; Extracorporeal membrane oxygenation; Emergency medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008570192,0.0006058548,0.00106174,0.0009394156,0.001211137,0.00160455,0.0008076706,0.001558654,0.002034426],"category_scores_gemma":[0.002831652,0.0007579261,0.001727178,0.002215452,0.0006761924,0.001695699,0.001060782,0.002310821,0.0003988264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008588741,"about_ca_system_score_gemma":0.0009031089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008535731,"about_ca_topic_score_gemma":0.008795593,"domain_scores_codex":[0.9988802,0.0002240341,0.0001625321,0.0003023271,0.0001552105,0.0002757496],"domain_scores_gemma":[0.997025,0.000401778,0.001352327,0.0002222454,0.0002978469,0.000700873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003102565,0.0001389755,0.9988701,0.00001192786,0.0001353261,0.00008768412,0.00005486493,0.00001581619,0.00007264668,0.00002043091,0.00007198378,0.00020991],"study_design_scores_gemma":[0.00005085233,0.0003589554,0.9981914,0.00001441455,0.0001020797,0.0002903413,0.0006402852,0.0001327884,0.00002095534,0.00004756564,0.0001361963,0.00001408567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989526,0.0002815119,0.00004695688,0.00005321257,0.0000132632,0.00001436219,0.0004108099,0.000001215088,0.0002260731],"genre_scores_gemma":[0.998463,0.0002033776,0.00006716243,0.00009937187,0.00002922684,0.00002339937,0.0009732935,0.00000215547,0.0001390532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008535731,"threshold_uncertainty_score":0.01697212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075963620012798,"score_gpt":0.2394292975007624,"score_spread":0.2086696613006344,"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."}}