{"id":"W1974402406","doi":"10.1080/j.1440-1665.2006.02308.x","title":"Prevalence of Psychotropic Use in a South Australian Population","year":2006,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eli Lilly Australia; Ramsay Health Care","keywords":"Medicine; Population; Psychiatry; Environmental health","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":[0.0005338574,0.0001494926,0.0002335739,0.0006315323,0.0004232726,0.0003697022,0.0002307079,0.0002800286,0.001330524],"category_scores_gemma":[0.001721492,0.0001997103,0.0001545719,0.0005033708,0.0003186408,0.000353432,0.000490461,0.0002768301,0.0001767475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004735635,"about_ca_system_score_gemma":0.0003894273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03613282,"about_ca_topic_score_gemma":0.03306665,"domain_scores_codex":[0.9994667,0.00014705,0.00005774239,0.00007433214,0.0001916052,0.00006248969],"domain_scores_gemma":[0.9994814,0.00004921493,0.0002220635,0.0000158095,0.0001257577,0.000105812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003698076,0.00004919976,0.9922545,0.00004954876,0.00002614859,0.0002736078,0.002248291,0.00002261615,0.001013627,0.00002166908,0.0001845833,0.003819262],"study_design_scores_gemma":[0.000001770534,0.00005582961,0.9986944,0.000007623019,0.000004625306,0.0002506117,0.0007487806,0.0000429397,0.00002973572,0.000006889695,0.0001551408,0.000001829284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994028,0.00007627419,0.00002490022,0.00006093003,0.00000163161,0.000009219927,0.00007409059,0.000001009507,0.0003491087],"genre_scores_gemma":[0.9994949,0.0001232249,0.00006469774,0.00003645393,0.000003681656,0.00001271978,0.00007064966,4.409121e-7,0.000193198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03613282,"threshold_uncertainty_score":0.071845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149524609750366,"score_gpt":0.2995676196243414,"score_spread":0.2780723735268378,"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."}}