{"id":"W4401543627","doi":"10.1371/journal.pone.0297374","title":"Patient education and extracorporeal membrane oxygenation preferences of patients and providers in COVID care","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Amgen; Robert Wood Johnson Foundation; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Extracorporeal membrane oxygenation; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intensive care medicine; MEDLINE; Betacoronavirus; Pandemic; Emergency medicine; Medical emergency; Virology; Internal medicine; Chemistry; Disease","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":[0.002018221,0.0001254129,0.0001945662,0.0002874304,0.0003524035,0.0006068167,0.0001399513,0.0004788374,0.003070802],"category_scores_gemma":[0.01553159,0.0000846597,0.0003093097,0.0002247283,0.0002873928,0.0004891588,0.0005504699,0.000552584,0.0001354284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006504175,"about_ca_system_score_gemma":0.0005327579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347605,"about_ca_topic_score_gemma":0.003239646,"domain_scores_codex":[0.9983059,0.0009046744,0.0001289946,0.0001584205,0.0002714416,0.000230504],"domain_scores_gemma":[0.9943245,0.002781616,0.001646611,0.000118142,0.00034863,0.0007803897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005276491,0.0003273209,0.9862133,0.0000417788,0.00005259793,0.0001029741,0.002002352,0.0002608246,0.0003209118,0.00007139067,0.000404579,0.009674388],"study_design_scores_gemma":[0.00006927049,0.001022447,0.9883235,0.00005632698,0.00003548404,0.0003826959,0.007210176,0.00184926,0.0002828548,0.0001372516,0.0006093092,0.00002141067],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994984,0.00003506294,0.0000359428,0.00009727332,0.000001868215,0.000008103548,0.00003626404,7.204101e-7,0.0002863167],"genre_scores_gemma":[0.9997806,0.00001823919,0.00005502399,0.0000568832,0.000001956014,0.00000592555,0.00003597428,2.782994e-7,0.00004514424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004347605,"threshold_uncertainty_score":0.01067352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969705787076223,"score_gpt":0.2109967352170929,"score_spread":0.1912996773463307,"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."}}