{"id":"W3081670498","doi":"10.9778/cmajo.20200010","title":"Pediatric drug data in Canadian drug monographs: a descriptive analysis","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; McMaster Children's Hospital","funders":"Health Canada","keywords":"Medicine; Drug; Pharmacotherapy; Pediatrics; Descriptive statistics; Off-label use; Summary of Product Characteristics; Family medicine; Pharmacology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503297,0.0001120795,0.0003617247,0.0001709951,0.00009948072,0.00009565029,0.0006780635,0.00002712029,0.000669271],"category_scores_gemma":[0.0003750914,0.00009426802,0.00005661827,0.001990205,0.0000283766,0.0004088819,0.0006265771,0.0002730923,0.0001103915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007205057,"about_ca_system_score_gemma":0.0002606457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.680405,"about_ca_topic_score_gemma":0.7102021,"domain_scores_codex":[0.9988244,0.00008515157,0.0002060876,0.0003909771,0.00015072,0.0003427251],"domain_scores_gemma":[0.9987199,0.0001095325,0.00005718239,0.0003794932,0.00003803291,0.0006959105],"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":[0.0001466055,0.0000562087,0.9112436,0.00003632919,0.0005854308,0.0002044098,0.004031888,0.000004545744,0.000004794559,0.00003872317,0.08101378,0.00263373],"study_design_scores_gemma":[0.00143077,0.0000456538,0.2719502,0.00001253457,0.003004708,0.000002403024,0.00419637,0.004400644,0.00002383485,0.00004045514,0.7146431,0.0002493299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693511,0.009999772,0.00004275691,0.1435809,0.0002089317,0.002020111,0.0006780127,0.0000543235,0.07406418],"genre_scores_gemma":[0.9918621,0.001167212,0.0004005794,0.006006658,0.0001559455,0.00001994516,0.0001646442,0.00001010209,0.0002128257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392933,"threshold_uncertainty_score":0.7328049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685041188160625,"score_gpt":0.4042522127876524,"score_spread":0.2357480939715899,"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."}}