{"id":"W4405573996","doi":"10.1097/mat.0000000000002366","title":"Subnormothermic Machine Perfusion of Neonatal and Small-Sized Pediatric Donor Hearts","year":2024,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Canadian VIGOUR Centre; Stollery Children's Hospital; Translational Research in Oncology; University of Alberta","funders":"","keywords":"Perfusion; Medicine; Hemodynamics; Machine perfusion; Cardiology; Oxygen; Oxygen delivery; Blood flow; Oxygen saturation; Heart rate; Internal medicine; Chemistry; Transplantation; Blood pressure","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":[0.0005275501,0.0001787307,0.0002997701,0.00008732836,0.00009194005,0.0002655807,0.0002494417,0.0001325123,0.001026329],"category_scores_gemma":[0.0002384496,0.00008201352,0.0001431589,0.00007258555,0.0002213166,0.0003106943,0.0002055924,0.0003243793,0.0001175591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185544,"about_ca_system_score_gemma":0.0001914534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000674,"about_ca_topic_score_gemma":0.0002122884,"domain_scores_codex":[0.9998367,0.00003890634,0.00001765607,0.00003977856,0.00004161274,0.00002536164],"domain_scores_gemma":[0.9997848,0.00004616628,0.00008642485,0.00003338629,0.00001425543,0.00003499507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00108188,0.00009796878,0.004155858,0.0001030222,0.00001275031,0.0003021187,0.00008201288,0.0002598957,0.9829147,0.0001788772,0.00008689424,0.01072408],"study_design_scores_gemma":[0.000115627,0.006341693,0.1062694,0.00004981686,0.00009020522,0.003730225,0.0002430434,0.003360641,0.8744417,0.0001198254,0.005216488,0.00002148877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932722,0.0006442467,0.005415128,0.00001934288,0.00001843876,0.00004200207,0.00007908776,0.00002100134,0.0004885903],"genre_scores_gemma":[0.9885103,0.0006659637,0.009896321,0.00004814307,0.00001782872,0.0001131281,0.0002559173,0.00001398726,0.0004784202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001026329,"threshold_uncertainty_score":0.003433406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690552696277487,"score_gpt":0.2930569313460139,"score_spread":0.276151404383239,"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."}}