{"id":"W4386563576","doi":"10.1007/978-3-030-42937-9_83-1","title":"Pediatric Heart Transplantation","year":2023,"lang":"en","type":"book-chapter","venue":"Pediatric Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Candidacy; Medicine; Transplantation; Heart transplantation; Intensive care medicine; Heart disease; Pediatrics; Surgery; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004251782,0.0004562772,0.001305932,0.0007440565,0.00008630523,0.0000118753,0.0001171352,0.0008657385,0.0002201753],"category_scores_gemma":[0.00004964769,0.0004254839,0.0007411661,0.0001559224,0.00005595967,0.00003961794,0.00002138694,0.0007090607,0.001339504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000651934,"about_ca_system_score_gemma":0.0002733154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000155978,"about_ca_topic_score_gemma":0.000006590707,"domain_scores_codex":[0.9978073,0.00007433639,0.0006435577,0.0006550597,0.0003967266,0.000423027],"domain_scores_gemma":[0.9983907,0.0006718948,0.0001821258,0.0004138759,0.0001315014,0.0002099279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002157269,0.00008544467,0.7503896,0.01213554,0.002747579,0.01578142,0.001106495,0.0002651423,0.0001279445,0.07049021,0.1346852,0.01002815],"study_design_scores_gemma":[0.006075469,0.001042902,0.7904696,0.00009183322,0.03156747,0.005215467,0.00002715148,0.00001095481,0.00001369562,0.01241903,0.1510188,0.002047623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01225877,0.01187706,0.008012787,0.002173797,0.01159702,0.002941121,0.001798119,0.002046802,0.9472945],"genre_scores_gemma":[0.01197235,0.2267387,0.007177283,0.001326656,0.03929567,0.0001431977,0.003800473,0.0006146219,0.708931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2383635,"threshold_uncertainty_score":0.9998197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102741181069429,"score_gpt":0.3056273578999999,"score_spread":0.2645999460893056,"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."}}