{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003730349,0.0001579737,0.0002541135,0.0009319875,0.0002983749,0.0007542594,0.0004212125,0.0004077118,0.0009343673],"category_scores_gemma":[0.01245879,0.0002161249,0.0003587946,0.001764008,0.0005064978,0.0007575766,0.0009141411,0.0006529687,0.0001780876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690153,"about_ca_system_score_gemma":0.0006526893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118139,"about_ca_topic_score_gemma":0.004088012,"domain_scores_codex":[0.9965888,0.001280121,0.0005954084,0.0003884375,0.000814507,0.0003326194],"domain_scores_gemma":[0.9869061,0.004267719,0.00605259,0.0006058157,0.001373654,0.0007942338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001517577,0.0000180244,0.9961231,0.00001986745,0.00001566362,0.00003857464,0.001135689,0.00002772511,0.00003984847,0.00001492641,0.0001429599,0.002408377],"study_design_scores_gemma":[0.000002542134,0.00004972667,0.9966571,0.00003312454,0.00001166202,0.0002087046,0.002493951,0.00009840511,0.00005192602,0.000009032326,0.0003797528,0.000004032544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986547,0.0002689615,0.0001732168,0.000154029,0.000005352781,0.00001300991,0.0002206168,0.000003713492,0.0005063288],"genre_scores_gemma":[0.999191,0.0003366519,0.0001184585,0.0001002451,0.000006012785,0.00001943924,0.0001900653,0.000003131317,0.00003508888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118139,"threshold_uncertainty_score":0.01972818,"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."}}