{"id":"W3096148619","doi":"10.1093/pch/pxaa105","title":"Medication safety for children with medical complexity","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Polypharmacy; Health care; Medicine; Limiting; Ambulatory care; Medical emergency; Health technology; Nursing; Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.0008191264,0.000154591,0.0004183311,0.00003340011,0.0003978712,0.00001086603,0.0001371981,0.00008764731,0.0002636658],"category_scores_gemma":[0.001322284,0.0001103414,0.00007823093,0.0003342719,0.000113448,0.00006289955,0.00006411094,0.0005367848,0.00003248328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008097287,"about_ca_system_score_gemma":0.0004708704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009877302,"about_ca_topic_score_gemma":0.00004013596,"domain_scores_codex":[0.9980504,0.00007990872,0.0004017441,0.000344341,0.0007103074,0.0004133017],"domain_scores_gemma":[0.9979467,0.000433178,0.0002097014,0.0001473735,0.00008647843,0.001176543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004803561,0.001173982,0.4706785,0.001657416,0.0008585665,0.00001864013,0.002825615,0.000008255429,0.000001691357,0.01595754,0.168167,0.3338493],"study_design_scores_gemma":[0.007622276,0.001909926,0.5539598,0.00008980294,0.0003132363,0.00009830936,0.0001204617,0.001871976,0.0000100559,0.0002195729,0.433516,0.0002685894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006938843,0.007161605,0.02009155,0.9598337,0.0001779051,0.001902573,0.0001608824,0.0001862701,0.003546695],"genre_scores_gemma":[0.8028539,0.01790664,0.006796191,0.1674749,0.004273342,0.0000519391,0.0005837033,0.0000457092,0.00001370251],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7959151,"threshold_uncertainty_score":0.4499592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08250626194869368,"score_gpt":0.3875684969895832,"score_spread":0.3050622350408896,"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."}}