{"id":"W6939543645","doi":"10.6084/m9.figshare.22610161","title":"Additional file 2 of Geographic variation and sociodemographic correlates of prescription psychotropic drug use among children and youth in Ontario, Canada: a population-based study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Holland Bloorview Kids Rehabilitation Hospital; University of Ottawa; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Antipsychotic; Medical prescription; Schizophrenia (object-oriented programming); Psychotropic drug; Antipsychotic drug; Geographic variation; Autism; Psychotropic medication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006286133,0.0006435135,0.00106722,0.00287591,0.002607681,0.001296916,0.001760052,0.0006750643,0.3798873],"category_scores_gemma":[0.009593464,0.0005996219,0.0009491195,0.008074482,0.0003347879,0.0009058405,0.0008098496,0.0006778949,0.01752847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031243,"about_ca_system_score_gemma":0.01845091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9287335,"about_ca_topic_score_gemma":0.9452229,"domain_scores_codex":[0.9993016,0.00004638018,0.0001038008,0.0001256351,0.0002239634,0.00019871],"domain_scores_gemma":[0.9928122,0.00135677,0.0008309432,0.0004008122,0.003996805,0.0006024913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001173305,0.00009328878,0.04241191,0.0009071973,0.00005349328,0.00008458577,0.000226297,0.0002128448,0.00004861194,0.0004082246,0.9502068,0.005229492],"study_design_scores_gemma":[0.002096739,0.000124034,0.7260765,0.002635618,0.0002363799,0.000363535,0.002121765,0.001670239,0.0002943143,0.001006602,0.2632546,0.0001196426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001654753,0.00002088656,0.00004995866,0.00008392082,0.00001086723,0.0001524158,0.9967139,0.00003034446,0.001283053],"genre_scores_gemma":[0.04705045,0.0002426555,0.001503157,0.000415191,0.00006820213,0.003026317,0.933314,0.0001072066,0.01427285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3798873,"threshold_uncertainty_score":0.8845155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851510851965726,"score_gpt":0.2277028049304045,"score_spread":0.2091876964107472,"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."}}