{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014383,0.0001484722,0.0003587204,0.0008053297,0.0009393096,0.001048378,0.0003571158,0.0009310109,0.003968316],"category_scores_gemma":[0.02103916,0.0001204455,0.000570617,0.0007440754,0.0005649549,0.001205643,0.001375324,0.001530032,0.0004812062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285886,"about_ca_system_score_gemma":0.004111846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00587688,"about_ca_topic_score_gemma":0.007684785,"domain_scores_codex":[0.997592,0.0009353672,0.0003345393,0.0001413933,0.0007398087,0.0002569416],"domain_scores_gemma":[0.989786,0.003841355,0.003912304,0.0003079643,0.001206486,0.0009458804],"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":[0.0003079111,0.0003742912,0.5558989,0.003335108,0.0001085589,0.004384323,0.009580182,0.0001218785,0.0008393562,0.004906302,0.02460869,0.3955345],"study_design_scores_gemma":[0.0001135174,0.002181141,0.7812113,0.01209214,0.0002796995,0.03098393,0.0176982,0.0002801651,0.002087411,0.005627261,0.1473691,0.00007611477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7277893,0.1322399,0.001352092,0.08130127,0.0007400707,0.0002545283,0.001048748,0.00006203746,0.05521206],"genre_scores_gemma":[0.9258056,0.06047224,0.003001398,0.007669778,0.0005526882,0.0001101349,0.000371845,0.00001703217,0.001999249],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00587688,"threshold_uncertainty_score":0.01327538,"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."}}