{"id":"W3165510315","doi":"10.1097/ccm.0000000000005110","title":"A Core Outcome Set for Research in Patients on Extracorporeal Membrane Oxygenation","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Delphi method; Multidisciplinary approach; Outcome (game theory); Extracorporeal; Set (abstract data type); Intensive care medicine; Clinical trial; Life support; Medical physics; Emergency medicine; Surgery; Pathology; Computer science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2798013,0.00135346,0.003022912,0.009433295,0.003015843,0.004934055,0.002421832,0.002741401,0.003572221],"category_scores_gemma":[0.336852,0.0006626961,0.005117069,0.006224958,0.003028772,0.0077451,0.009542641,0.00452852,0.0009296024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007418324,"about_ca_system_score_gemma":0.02658002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076185,"about_ca_topic_score_gemma":0.001293295,"domain_scores_codex":[0.7089251,0.1860393,0.05522844,0.003849203,0.04230086,0.00365718],"domain_scores_gemma":[0.5714239,0.2386869,0.06488896,0.01988464,0.09360448,0.01151114],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002520588,0.002404097,0.1328996,0.0444602,0.001394585,0.0002870076,0.03050957,0.003118389,0.005233329,0.03222625,0.02232664,0.7226198],"study_design_scores_gemma":[0.00213598,0.01577291,0.6213613,0.07899616,0.002208571,0.001308088,0.05503994,0.01027487,0.01080182,0.06676575,0.134377,0.0009576272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4486419,0.01667703,0.2707679,0.0475421,0.003213675,0.1309611,0.01022361,0.000794559,0.07117814],"genre_scores_gemma":[0.5326056,0.004055039,0.3180963,0.003972218,0.0005507935,0.1352062,0.004523986,0.0001037723,0.0008860859],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7201987,"threshold_uncertainty_score":0.8881332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2752384073466521,"score_gpt":0.4405619262522876,"score_spread":0.1653235189056355,"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."}}