{"id":"W3124781737","doi":"10.1016/j.jtcvs.2021.01.012","title":"Commentary: Donor selection in heart transplantation: It’s a match!","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; ABO blood group system; Transplantation; Heart transplantation; Propensity score matching; Internal medicine; Scopus; Cardiology; Cohort; United Network for Organ Sharing; Surgery; MEDLINE","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":[0.008338644,0.001051021,0.002499821,0.001144553,0.005686255,0.005660292,0.003167063,0.08194041,0.008555575],"category_scores_gemma":[0.05676594,0.0009520943,0.001590378,0.001310696,0.004142514,0.006011398,0.002889951,0.0742528,0.006096068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007106111,"about_ca_system_score_gemma":0.01085986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008261497,"about_ca_topic_score_gemma":0.01452363,"domain_scores_codex":[0.9921858,0.002870674,0.001037253,0.0009498417,0.001923142,0.001033166],"domain_scores_gemma":[0.9625351,0.0210475,0.00242735,0.0006913178,0.006517708,0.006780891],"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":[0.00003386443,0.00001754666,0.0003253409,0.00005738776,0.00001444867,0.0004768452,0.00007862408,0.00002807553,0.00003682844,0.0008817555,0.9947399,0.003309347],"study_design_scores_gemma":[0.0003138873,0.0001010315,0.001849042,0.001478363,0.0001210334,0.002571674,0.0009066518,0.0005519323,0.0002040166,0.01050621,0.9812351,0.000161042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001136471,0.0006473344,0.00002850342,0.9753058,0.02329792,0.000004305869,0.00002338622,0.000006184924,0.0005729669],"genre_scores_gemma":[0.001465212,0.0006589573,0.00008292707,0.9273534,0.06897179,0.00002143542,0.00001707072,0.0000107209,0.001418481],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08194041,"threshold_uncertainty_score":0.05155867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442180082697319,"score_gpt":0.3118984345908778,"score_spread":0.2774766337639046,"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."}}