{"id":"W2921157481","doi":"10.1111/petr.13375","title":"Infections among pediatric transplant candidates: An approach to decision‐making","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Clinical decision making; Intensive care medicine; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0003828145,0.0002527029,0.0003486744,0.0009550944,0.0001779344,0.00008525541,0.0001687117,0.0001853333,0.000330579],"category_scores_gemma":[0.00002343975,0.0002286954,0.0001365229,0.00129638,0.00001863259,0.0003942558,0.00001133392,0.0003966389,0.0006024169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034013,"about_ca_system_score_gemma":0.0002183307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003108091,"about_ca_topic_score_gemma":0.0002096199,"domain_scores_codex":[0.9976795,0.00006715525,0.0004595718,0.0005906239,0.0006915468,0.0005115732],"domain_scores_gemma":[0.9988095,0.000211099,0.00007364354,0.0003673371,0.0001287216,0.0004097295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006920708,0.0004616482,0.9931663,0.0006087768,0.00001952681,0.00003006035,0.001964237,0.0008826061,0.0001080353,0.00009828433,0.0001812736,0.001787181],"study_design_scores_gemma":[0.001918653,0.0004444775,0.994224,0.00003955136,0.0005365833,0.00009225267,0.00004640061,0.002024231,0.00005952785,0.00004638902,0.0002500559,0.000317938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732218,0.0001504233,0.01939336,0.00002916535,0.0002432178,0.001155243,0.0001361119,0.0001735157,0.005497217],"genre_scores_gemma":[0.993538,0.002614369,0.002345598,0.0001336331,0.0007563341,0.0001027652,0.00027844,0.00005365551,0.0001772312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02031622,"threshold_uncertainty_score":0.9325927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174820946837345,"score_gpt":0.3034249825839841,"score_spread":0.2859428879002496,"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."}}