{"id":"W4383102324","doi":"10.1016/j.athoracsur.2023.06.012","title":"Extracorporeal Membrane Oxygenation After Heart Transplantation: How to Improve This Relationship?","year":2023,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Extracorporeal membrane oxygenation; Medicine; Heart transplantation; Complication; Extracorporeal; Life support; Oxygenation; Transplantation; Heart failure; Surgery; Cardiology; Intensive care medicine; Internal medicine","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":[0.01048475,0.0008298896,0.00199233,0.001693973,0.0054619,0.008005807,0.001981482,0.03685641,0.01021516],"category_scores_gemma":[0.06821326,0.0006309288,0.001298752,0.001332634,0.005277535,0.01491625,0.00427985,0.05007166,0.005331876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343852,"about_ca_system_score_gemma":0.01019203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891293,"about_ca_topic_score_gemma":0.007181416,"domain_scores_codex":[0.9900351,0.004498058,0.001307854,0.0005842571,0.002634152,0.0009406981],"domain_scores_gemma":[0.9521645,0.02303612,0.004473689,0.001262634,0.007701818,0.01136139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007992564,0.0001992097,0.003766094,0.0002528412,0.00006475997,0.002179966,0.0002827628,0.0001042614,0.00009378573,0.00853016,0.9253713,0.05907493],"study_design_scores_gemma":[0.0005024436,0.0002837259,0.006728757,0.00358795,0.0002057518,0.01187255,0.00294134,0.0007516808,0.0001751033,0.07010508,0.9026293,0.0002163949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001354714,0.002876541,0.00006493529,0.9888805,0.007186879,0.000002159252,0.000005661977,0.000005298971,0.0008424707],"genre_scores_gemma":[0.00629864,0.01030468,0.0006168981,0.8190999,0.1609631,0.00004050254,0.00003022172,0.00001621862,0.002629835],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03685641,"threshold_uncertainty_score":0.05544937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569699488614026,"score_gpt":0.3993664528813381,"score_spread":0.2423965040199355,"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."}}