{"id":"W4367608752","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6057","title":"Blood Flow Rate and Drainage Cannula Size Impact the Outcome of Patients Receiving VV-ECMO for ARDS","year":2023,"lang":"en","type":"article","venue":"","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Juravinski Hospital; McMaster University","funders":"","keywords":"ARDS; Cannula; Medicine; Drainage; Outcome (game theory); Blood flow; Emergency medicine; Intensive care medicine; Cardiology; Surgery; Internal medicine; Lung","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":[0.0004888861,0.0002264236,0.0004878706,0.0002916288,0.000380767,0.001504208,0.0002988974,0.0008117537,0.004858932],"category_scores_gemma":[0.004750594,0.0001286733,0.0007734056,0.0004231911,0.000430961,0.000745248,0.0003930773,0.001406695,0.0006386434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933983,"about_ca_system_score_gemma":0.0004626133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009476249,"about_ca_topic_score_gemma":0.001182661,"domain_scores_codex":[0.999563,0.00008141399,0.00005249383,0.00007276615,0.00007124055,0.0001589292],"domain_scores_gemma":[0.9968684,0.001195559,0.0009372354,0.0001307945,0.0001558626,0.0007120462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002586165,0.0003388948,0.9845658,0.00003130105,0.0001808281,0.0003190744,0.000121855,0.00034595,0.001426269,0.0001223441,0.0004071966,0.009554343],"study_design_scores_gemma":[0.00003484719,0.001148252,0.9963044,0.00002814397,0.0001258853,0.0003798855,0.0004072192,0.0007026645,0.0003067332,0.0002116783,0.0003353995,0.00001485478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982821,0.0003351109,0.00008640151,0.0001408942,0.0000302868,0.000005443807,0.0001233332,0.000003318979,0.0009931499],"genre_scores_gemma":[0.9991954,0.0001479359,0.0000408686,0.00009426759,0.00004882248,0.000004019531,0.0002019909,0.000004049558,0.0002626991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004858932,"threshold_uncertainty_score":0.01625478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547332691786208,"score_gpt":0.2555043123580633,"score_spread":0.2400309854402012,"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."}}