{"id":"W1988571047","doi":"10.1111/petr.12355","title":"Capacity building in pediatric transplant infectious diseases: An international perspective","year":2014,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Subspecialty; Medicine; General partnership; Intensive care medicine; Family 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"],"consensus_categories":[],"category_scores_codex":[0.0005714691,0.0002476303,0.0003295342,0.0007008199,0.0001163366,0.00004623098,0.0001732211,0.0002565535,0.00005290586],"category_scores_gemma":[0.0001792351,0.0002482058,0.0001145262,0.0006500268,0.00003654218,0.0004651192,0.000007596923,0.0007144303,0.00002033381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654083,"about_ca_system_score_gemma":0.0001981664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132576,"about_ca_topic_score_gemma":0.0003354923,"domain_scores_codex":[0.997745,0.0002103568,0.0005196002,0.0005595254,0.0005749633,0.0003905746],"domain_scores_gemma":[0.9987421,0.000289506,0.0001314769,0.0002448759,0.0002621349,0.0003299026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951132,0.0003023134,0.984054,0.0006391345,0.00001083619,0.00007737546,0.004962782,0.0001766475,0.00001595551,0.008995332,0.000009787203,0.0005607029],"study_design_scores_gemma":[0.002737202,0.0003713268,0.9912562,0.00002757116,0.0006004979,0.0001164167,0.00008097861,0.001715841,0.00002272442,0.002620504,0.0001413984,0.0003093035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877784,0.0003341674,0.005973541,0.0007860714,0.0008316989,0.0004290042,0.0001214357,0.0001926529,0.003553048],"genre_scores_gemma":[0.9785295,0.01666872,0.0008704072,0.0003060674,0.003310905,0.00004720851,0.0002134135,0.00003658272,0.00001724796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01633455,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021475393280459,"score_gpt":0.3280638186676643,"score_spread":0.3078490647348597,"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."}}