{"id":"W328786158","doi":"10.2165/11533120-000000000-00000","title":"For What Diagnoses Are Psychotropic Medications Being Prescribed?","year":2010,"lang":"en","type":"article","venue":"CNS Drugs","topic":"Treatment of Major Depression","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thomson Reuters (Canada)","funders":"Substance Abuse and Mental Health Services Administration; Centers for Disease Control and Prevention; Australian Government; U.S. Department of Health and Human Services","keywords":"Psychiatry; Anxiety; Medicine; Psychotropic drug; Mood; Psychopharmacology; Antidepressant; Anti-Anxiety Agents; Mood disorders; Depression (economics); Drug; Medical prescription; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007111186,0.000123495,0.0001813902,0.00008127888,0.0001231647,0.00004552972,0.000115602,0.0001059434,0.0002398723],"category_scores_gemma":[0.0002147153,0.0000973331,0.0000909649,0.00007938467,0.00008909112,0.0002346135,0.0000263875,0.0001808895,0.00007817512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348324,"about_ca_system_score_gemma":0.0000452441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008536357,"about_ca_topic_score_gemma":0.00002280465,"domain_scores_codex":[0.9991368,0.00001189251,0.0001625768,0.0002643776,0.0002136591,0.0002106644],"domain_scores_gemma":[0.9989746,0.0001955269,0.0000769098,0.0004998414,0.00008376607,0.0001693374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003110733,0.002807704,0.2523685,0.0005538491,0.0005421785,0.00005925326,0.005949816,0.00000245277,0.08410747,0.007777482,0.2157249,0.4297954],"study_design_scores_gemma":[0.008081264,0.0003594576,0.4093263,0.001365112,0.0008162402,0.00005381869,0.001941448,0.0001303445,0.05797682,0.006600276,0.5129168,0.0004321714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965292,0.001025522,0.0003832587,0.0261828,0.001664872,0.001063811,0.00001595875,0.0002268161,0.004144922],"genre_scores_gemma":[0.990688,0.0004160511,0.00381334,0.0007275702,0.0005814662,0.0004108965,0.00007964618,0.00003366647,0.003249346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4293632,"threshold_uncertainty_score":0.3969129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348199293907024,"score_gpt":0.3088238816607857,"score_spread":0.2953418887217155,"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."}}