{"id":"W4321597470","doi":"10.1111/aor.14513","title":"Ex situ heart perfusion for optimization of pediatric donor organ utilization: Attitudes and perceptions","year":2023,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; Stollery Children's Hospital","funders":"Canadian Donation and Transplantation Research Program","keywords":"Medicine; Optimism; Heart transplantation; Heart transplants; Transplantation; Intensive care medicine; Perception; Family medicine; Emergency medicine; Psychology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002409792,0.0001192204,0.0001508317,0.0003838086,0.000373933,0.0008311539,0.0001921848,0.0003678497,0.002337232],"category_scores_gemma":[0.007363571,0.00011904,0.0002972588,0.0003055312,0.0004906579,0.0007418519,0.0006768087,0.0007437326,0.0001784875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720739,"about_ca_system_score_gemma":0.0009504923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315895,"about_ca_topic_score_gemma":0.003263991,"domain_scores_codex":[0.99923,0.0002691635,0.00006222687,0.00005161855,0.0002497812,0.0001372257],"domain_scores_gemma":[0.9952779,0.001519342,0.001719547,0.00006402763,0.0004805959,0.0009386059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003733487,0.0002315035,0.9582362,0.000112671,0.00001891971,0.0004175382,0.02222748,0.00009539869,0.0005841677,0.0002150482,0.0005985601,0.01722535],"study_design_scores_gemma":[0.00001068647,0.0005563938,0.9121736,0.0002580384,0.00003853768,0.001674632,0.08010513,0.0006676904,0.0004672143,0.0001437806,0.003882166,0.0000220847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980358,0.0002457788,0.0001506973,0.0004535207,0.000008013567,0.00001148536,0.00002388736,0.000001894291,0.001068941],"genre_scores_gemma":[0.9992136,0.0003643901,0.0001557757,0.0001029004,0.000005535698,0.000008607389,0.00001498069,0.000001171291,0.000133039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00315895,"threshold_uncertainty_score":0.01274431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07460449441708704,"score_gpt":0.3687982941778117,"score_spread":0.2941937997607246,"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."}}