{"id":"W4401335186","doi":"10.1007/978-3-031-07563-6_83","title":"Pediatric Heart Transplantation","year":2024,"lang":"en","type":"book-chapter","venue":"Pediatric Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Heart transplantation; Transplantation; 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":[0.0003277104,0.0004794787,0.0012269,0.0007169155,0.00006151471,0.0000188236,0.0001030956,0.0008400346,0.0003722436],"category_scores_gemma":[0.0000202479,0.000424246,0.0008250251,0.0001234877,0.00005624801,0.00003929332,0.00002108459,0.0008671693,0.00132933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008338498,"about_ca_system_score_gemma":0.0002638754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001128464,"about_ca_topic_score_gemma":0.000003912176,"domain_scores_codex":[0.9979061,0.0000444629,0.0006206484,0.0007021723,0.0003539735,0.0003726388],"domain_scores_gemma":[0.9988031,0.0003925781,0.0001211426,0.0003778928,0.0001055101,0.0001997922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002827983,0.0001318386,0.3971542,0.03683575,0.005497234,0.03326577,0.001983758,0.0002291487,0.0002331101,0.3212847,0.1883302,0.0122263],"study_design_scores_gemma":[0.004695681,0.001260889,0.1704463,0.0001821239,0.06604816,0.01364709,0.00002758507,0.00001713453,0.00002113388,0.03552755,0.7056978,0.00242862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004393368,0.03869466,0.00276159,0.001276888,0.006231065,0.001238716,0.0008422968,0.0006697042,0.9438917],"genre_scores_gemma":[0.02151443,0.1890649,0.00644273,0.00120136,0.04212462,0.0001040502,0.002265105,0.0004600315,0.7368228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5173676,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526092702611039,"score_gpt":0.2991472647748565,"score_spread":0.2738863377487462,"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."}}