{"id":"W1531788770","doi":"10.1093/pch/16.9.560","title":"Drug research and treatment for children in Canada: A challenge","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Drug; Medicine; Intensive care medicine; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008021391,0.0001099353,0.0002914755,0.0001035213,0.0002442851,0.000005199523,0.0000531933,0.00002993468,0.00002839046],"category_scores_gemma":[0.0001101401,0.00008413858,0.00002657958,0.000227166,0.00003142585,0.00003656094,0.00004674142,0.0002970629,0.000003140721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867471,"about_ca_system_score_gemma":0.001154265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8312179,"about_ca_topic_score_gemma":0.8610158,"domain_scores_codex":[0.9986268,0.00008241053,0.0002381965,0.0002676029,0.0002338585,0.0005511318],"domain_scores_gemma":[0.9989958,0.00038732,0.00006103529,0.0001341628,0.00005849604,0.0003632107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008407039,0.001150834,0.8125704,0.0003210233,0.0001310883,0.00003155398,0.005965052,2.263156e-7,2.415565e-7,0.002267496,0.01276356,0.1639578],"study_design_scores_gemma":[0.003828677,0.001437313,0.9327577,0.00003953234,0.00004218145,0.00001896841,0.0007030873,0.00004110328,0.00001181273,0.0005640583,0.06042393,0.0001316434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7430913,0.1008248,0.000006984242,0.136807,0.0002649485,0.003816098,0.0001348007,0.00003293938,0.01502108],"genre_scores_gemma":[0.919781,0.07765216,0.0003288696,0.001670783,0.000379983,0.00008849652,0.00001484613,0.00001499905,0.00006881293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766897,"threshold_uncertainty_score":0.3431072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894574999188666,"score_gpt":0.4179350330946888,"score_spread":0.2284775331758222,"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."}}