{"id":"W2962911835","doi":"10.1093/pch/pxz094","title":"L’amélioration des médicaments à usage pédiatrique : une prescription pour les enfants et les adolescents canadiens","year":2019,"lang":"fr","type":"article","venue":"Paediatrics & Child Health","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Canadian Paediatric Society","funders":"","keywords":"Medicine; Gynecology","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":[0.002388,0.0004890879,0.000721508,0.0002621245,0.0009068342,0.0001010553,0.0002411523,0.0003933502,0.0005212321],"category_scores_gemma":[0.0006167948,0.0004794289,0.0001916947,0.0009192079,0.0001576042,0.0005280832,0.0001724504,0.001631975,0.0004991209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114958,"about_ca_system_score_gemma":0.0009228665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05587833,"about_ca_topic_score_gemma":0.01294794,"domain_scores_codex":[0.9950042,0.001070699,0.0009223173,0.0007259957,0.0007557428,0.001521032],"domain_scores_gemma":[0.9971768,0.0004110205,0.0006923906,0.0003896303,0.0002196995,0.001110433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000314574,0.001017193,0.8142896,0.003931955,0.0001666052,0.00003467286,0.002845523,0.0001563441,0.00004072778,0.001711687,0.01480475,0.1606864],"study_design_scores_gemma":[0.00320567,0.0007171622,0.6730522,0.001412165,0.0003937237,0.00004077363,0.001150012,0.001789643,0.00002071164,0.0002838711,0.3174721,0.0004620026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4539057,0.3596299,0.001589769,0.1502486,0.006936014,0.003818823,0.0006789317,0.0001852172,0.02300703],"genre_scores_gemma":[0.8007429,0.1876161,0.0004081378,0.006322558,0.002500309,0.00002184527,0.0001047908,0.00006429106,0.002219065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468372,"threshold_uncertainty_score":0.9997658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796123625188593,"score_gpt":0.3591452369208782,"score_spread":0.3111840006689923,"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."}}