{"id":"W4386547683","doi":"10.12927/hcpol.2023.27156","title":"Commentary: The Injustice of Paediatric Drug Labelling in Canada – A Call to Action","year":2023,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Call to action; Labelling; Injustice; Public relations; Action (physics); Stakeholder; Political science; Medicine; Criminology; Business; Psychology; Law; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386307,0.00006761836,0.0001636294,0.0001050611,0.00008908217,0.000003227022,0.00006357381,0.00001824953,0.00001062484],"category_scores_gemma":[0.0003012134,0.0000483258,0.0000192126,0.001138442,0.0000128103,0.00002555915,0.00006529369,0.0002513173,0.00001374899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000558281,"about_ca_system_score_gemma":0.0007508322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921762,"about_ca_topic_score_gemma":0.9651754,"domain_scores_codex":[0.9990595,0.0001169455,0.0002116897,0.0001069973,0.0002098707,0.0002950265],"domain_scores_gemma":[0.999029,0.0005698754,0.00005693325,0.0001215012,0.00004936195,0.0001732698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008480784,0.0001292757,0.2802126,0.002707665,0.0001194741,0.0001166385,0.008577626,0.0003274831,0.0003082991,0.0009617344,0.483793,0.2218981],"study_design_scores_gemma":[0.001058766,0.0001712163,0.2548114,0.0001582673,0.00009621797,0.00001216561,0.00913326,0.001387419,0.000442064,0.0001471565,0.7324212,0.0001608906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4540757,0.0006027664,9.227841e-7,0.5447123,0.0001362356,0.0002431706,0.00002372502,0.00001222607,0.0001929858],"genre_scores_gemma":[0.9277784,0.002746878,0.00001970821,0.06896959,0.0003893992,0.00002134463,0.000007328158,0.000007874599,0.00005948818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4757427,"threshold_uncertainty_score":0.1970669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043436815040698,"score_gpt":0.4420437842055506,"score_spread":0.3377001027014809,"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."}}