{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002210436,0.0001460934,0.0003126591,0.00007020836,0.0002145279,0.000002217908,0.0001125166,0.00006411439,0.0003683461],"category_scores_gemma":[0.0001117191,0.0001277249,0.00003784222,0.00009420018,0.00006159875,0.00006558628,0.00003453025,0.0001968054,0.000009215895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676673,"about_ca_system_score_gemma":0.00008526813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7449079,"about_ca_topic_score_gemma":0.8238498,"domain_scores_codex":[0.9981564,0.0003421247,0.000510041,0.0003480059,0.00004666436,0.0005967545],"domain_scores_gemma":[0.996718,0.002830597,0.0001112537,0.000143821,0.00001825557,0.0001780793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083268,0.0001219823,0.8800367,0.00004680404,0.00005783714,0.00004743276,0.0003335467,0.00001192582,0.0000415258,0.01143433,0.05818901,0.04859567],"study_design_scores_gemma":[0.002445151,0.00002283788,0.9259821,0.00002057609,0.00003509403,0.00002199877,0.0004883576,0.0002013375,0.0001019883,0.0009010323,0.06961574,0.0001637687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629808,0.006174967,0.002591435,0.007407584,0.002447802,0.001303885,0.0002352939,0.00004581715,0.01681239],"genre_scores_gemma":[0.9947417,0.0003237932,0.000415211,0.00320563,0.0001392706,0.0001188185,0.00006568582,0.00001132386,0.0009785828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07894193,"threshold_uncertainty_score":0.5208468,"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."}}