{"id":"W2946305744","doi":"10.1111/petr.13417","title":"Variability in donor selection among pediatric heart transplant providers: Results from an international survey","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Age limit; Best practice; Intensive care medicine; Demography","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":[0.002188485,0.0003073628,0.0004662114,0.0005222165,0.000063948,0.00006709724,0.0001746994,0.0002761863,0.0001855135],"category_scores_gemma":[0.0001442165,0.0002953127,0.0001318534,0.0007488512,0.00002501453,0.0009524027,0.000004572674,0.0004426097,0.00005659725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326046,"about_ca_system_score_gemma":0.0002301051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00544126,"about_ca_topic_score_gemma":0.003249116,"domain_scores_codex":[0.9964882,0.0007563343,0.0009546813,0.0008519676,0.000573253,0.0003756365],"domain_scores_gemma":[0.9977851,0.001350033,0.0001989791,0.0003078677,0.000161039,0.0001969975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003666225,0.0003043583,0.9928288,0.0002846535,0.0000252592,0.00002427755,0.001917645,0.000372718,0.0002706676,0.00002122098,0.00001795997,0.0002661852],"study_design_scores_gemma":[0.006451624,0.0002220062,0.9902245,0.00003275627,0.0004511356,0.00002274915,0.00002915431,0.001833914,0.0003115893,0.00008399186,0.00002303302,0.0003135937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888844,0.00003223668,0.006979971,0.0002609892,0.0009290038,0.00105519,0.001318874,0.0001655004,0.0003738733],"genre_scores_gemma":[0.9852366,0.00200037,0.006321196,0.0001394192,0.0007238971,0.0000434978,0.005432764,0.00003887235,0.00006331252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00411389,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189543263060155,"score_gpt":0.3067568963076899,"score_spread":0.2848614636770884,"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."}}