{"id":"W4386563478","doi":"10.12927/hcpol.2023.27157","title":"Reforming Paediatric Drug Regulations in Canada: A Clinical and an Access Imperative","year":2023,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The King's University; Western University; Hospital for Sick Children","funders":"","keywords":"Formulary; Medicine; Listing (finance); Mandate; Drug; Intensive care medicine; Family medicine; Medical emergency; Pediatrics; Business; Finance; Political science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02631121,0.000447159,0.0006874635,0.002267755,0.008485267,0.01229965,0.003627389,0.0137709,0.007551232],"category_scores_gemma":[0.05257834,0.0006302741,0.001063438,0.003672654,0.01213985,0.005321278,0.004770617,0.01297502,0.000853053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1154323,"about_ca_system_score_gemma":0.5908249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653803,"about_ca_topic_score_gemma":0.9794236,"domain_scores_codex":[0.9679012,0.00470288,0.001298966,0.001493696,0.01830449,0.006298787],"domain_scores_gemma":[0.8698343,0.02312381,0.007367825,0.002701194,0.05137043,0.04560246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001151496,0.0002581212,0.01489899,0.00100799,0.00009201335,0.001444779,0.003542125,0.001827528,0.001542335,0.3575692,0.5152668,0.102435],"study_design_scores_gemma":[0.00008888912,0.0001376543,0.02229969,0.001460436,0.00004652123,0.0003866072,0.00212185,0.0008983401,0.000735393,0.01720573,0.954452,0.000166974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005995451,0.01092723,0.001374533,0.9492512,0.002315355,0.0001144272,0.00037066,0.0001066824,0.02954445],"genre_scores_gemma":[0.1824775,0.03365972,0.01858545,0.71235,0.00387241,0.0001714411,0.0008275314,0.0001368333,0.04791917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1154323,"threshold_uncertainty_score":0.8375236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071986016371448,"score_gpt":0.5511821916944021,"score_spread":0.3439835900572573,"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."}}