{"id":"W3012175608","doi":"10.1111/petr.13665","title":"Review of interactions between high‐risk pediatric heart transplant recipients and marginal donors including utilization of risk score models","year":2020,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Heart transplantation; Framingham Risk Score; Intensive care medicine; Risk assessment; Transplantation; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008599308,0.0006329869,0.0029834,0.0009138022,0.0001423522,0.0000157452,0.0001895239,0.0003361574,0.00004136774],"category_scores_gemma":[0.0001301688,0.0005459619,0.0006935909,0.001491266,0.00006036631,0.0003270753,0.00001708642,0.0008505145,0.00000652103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103239,"about_ca_system_score_gemma":0.0003787393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002783296,"about_ca_topic_score_gemma":0.00002443072,"domain_scores_codex":[0.9953139,0.0007598625,0.002271882,0.0007078269,0.0006248385,0.0003217341],"domain_scores_gemma":[0.9957659,0.001637228,0.001779711,0.0003218614,0.0002291068,0.0002662566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002490094,0.0001260209,0.2647022,0.5236068,0.0003397363,0.00002549711,0.001030192,0.00001813016,7.505965e-7,0.00007671477,0.00006627825,0.2097587],"study_design_scores_gemma":[0.007064332,0.001136158,0.4640117,0.2037494,0.2988431,0.0006752635,0.00004657706,0.0001909132,0.00005412821,0.0005613713,0.02136096,0.002306089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007793485,0.9558832,0.02854702,0.00004179559,0.0003675814,0.001669141,0.005586886,0.00007522283,0.00003567644],"genre_scores_gemma":[0.005132876,0.9810979,0.009095346,0.00003024928,0.0006825111,0.00007205024,0.003796264,0.00008823667,0.000004505642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3198574,"threshold_uncertainty_score":0.9996992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431925646776952,"score_gpt":0.395715339456336,"score_spread":0.2525227747786408,"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."}}