{"id":"W1990315121","doi":"10.1002/pds.1385","title":"Reasons for antidepressant prescriptions in Canada","year":2007,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Trazodone; Antidepressant; Medical prescription; Depression (economics); Psychiatry; Defined daily dose; Tricyclic antidepressant; Pharmacoepidemiology; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005549603,0.000159106,0.0002660486,0.002397022,0.001054593,0.0009681406,0.0006752486,0.0003998116,0.002677354],"category_scores_gemma":[0.007045031,0.000180992,0.000499615,0.004789504,0.0002802291,0.0002554756,0.0004165866,0.0004730447,0.0001879388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02137845,"about_ca_system_score_gemma":0.02974005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805147,"about_ca_topic_score_gemma":0.9877723,"domain_scores_codex":[0.9979963,0.0001240799,0.0002017392,0.0001497464,0.001165198,0.0003628464],"domain_scores_gemma":[0.9927471,0.0008324587,0.002467384,0.0000840721,0.002929876,0.0009391416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000654062,0.00003953306,0.9655347,0.0001653555,0.00007988266,0.0001742194,0.0006814274,0.0001945206,0.00008667716,0.0002333241,0.01154505,0.02119994],"study_design_scores_gemma":[0.00001018182,0.00001263361,0.9923867,0.00008918613,0.00002116297,0.0001773054,0.0005086281,0.0003508503,0.00005867741,0.000029276,0.006341447,0.0000140032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057736,0.008299262,0.0003408561,0.004442172,0.0001087251,0.0002243916,0.05686928,0.00008745848,0.02385422],"genre_scores_gemma":[0.9845745,0.002739722,0.0006378909,0.0007278649,0.00003580525,0.00005953928,0.009236724,0.00001345571,0.001974572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137845,"threshold_uncertainty_score":0.1551123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894130804975227,"score_gpt":0.4043855325616593,"score_spread":0.355444224511907,"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."}}