{"id":"W6926487304","doi":"10.25384/sage.c.7065638","title":"Investigating Variations in Medicine Approvals for Attention-Deficit/Hyperactivity Disorder: A Cross-Country Document Analysis Comparing Drug Labeling","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Drug labeling; Alternative medicine; Drug approval; Off-label use; Approved drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01772898,0.0002619924,0.0004386059,0.005588849,0.0003573254,0.001925056,0.0005509828,0.000348966,0.002257915],"category_scores_gemma":[0.04767305,0.0002047127,0.00110622,0.008651565,0.0008368136,0.0008920077,0.001435003,0.000480731,0.0003344507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136076,"about_ca_system_score_gemma":0.000891125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009723106,"about_ca_topic_score_gemma":0.008610218,"domain_scores_codex":[0.9753557,0.01295744,0.004383595,0.002632315,0.004003623,0.0006674617],"domain_scores_gemma":[0.878945,0.05824197,0.04425688,0.006428426,0.01129479,0.0008330079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165785,0.00003758873,0.9845765,0.0002979797,0.0009893324,0.00007111507,0.001056799,0.0002910698,0.000316795,0.0002252699,0.0003143423,0.01150681],"study_design_scores_gemma":[0.00001042287,0.0001576933,0.9949627,0.0001259601,0.0002979898,0.0001555489,0.001647282,0.000294792,0.0004927867,0.00005916895,0.001781896,0.00001384253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888086,0.00167045,0.001477257,0.0001626136,0.00002530482,0.0001021207,0.004077468,0.00001532866,0.003660844],"genre_scores_gemma":[0.9962648,0.0003053379,0.001033213,0.00005491395,0.000007761806,0.00004088615,0.002054196,0.00001424295,0.0002247456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772898,"threshold_uncertainty_score":0.09376085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06262152105896562,"score_gpt":0.3401020641997168,"score_spread":0.2774805431407512,"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."}}