{"id":"W2964182972","doi":"10.1093/pch/pxz079","title":"Improving paediatric medications: A prescription for Canadian children and youth","year":2019,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Canadian Paediatric Society","funders":"","keywords":"Medical prescription; Medicine; Pediatrics; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001365107,0.0004609783,0.001736429,0.0005930857,0.0006225733,0.00006272506,0.0001928203,0.0003930367,0.00002258403],"category_scores_gemma":[0.0007622923,0.000368871,0.0003643521,0.0006669994,0.00004683467,0.0001188665,0.0001012832,0.001021935,0.00004489563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006098903,"about_ca_system_score_gemma":0.003101147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03248457,"about_ca_topic_score_gemma":0.003341836,"domain_scores_codex":[0.9969715,0.000176115,0.0009023919,0.0007285809,0.0003549964,0.0008663433],"domain_scores_gemma":[0.9969204,0.00052702,0.0008233929,0.0004040356,0.0001143083,0.001210831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001125535,0.00004940786,0.000489629,0.01982409,0.0002171001,7.470579e-7,0.0002004812,6.282954e-8,1.331445e-9,0.0001507433,0.003497569,0.9755589],"study_design_scores_gemma":[0.0008726955,0.0002600583,0.0009282853,0.001366238,0.005404094,0.00007057135,0.00004555804,0.00002871222,5.305093e-9,0.0000150678,0.9906739,0.0003347974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003738045,0.9870645,0.00009462461,0.003890438,0.0006745196,0.0058314,0.001875676,0.00006240698,0.0005027117],"genre_scores_gemma":[0.00006285377,0.9911795,0.0005767265,0.002615067,0.002938761,0.0001795432,0.002291473,0.00008651733,0.00006959873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871764,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07759771551783565,"score_gpt":0.3841898748324897,"score_spread":0.3065921593146541,"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."}}