{"id":"W36618687","doi":"10.1139/jpn.0810","title":"Do antidepressants really work?","year":2008,"lang":"en","type":"editorial","venue":"Journal of Psychiatry and Neuroscience","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Placebo; Antidepressant; Food and drug administration; Medicine; Alternative medicine; Psychiatry; Clinical trial; MEDLINE; Psychology; Pharmacology; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01280668,0.0008434987,0.001740648,0.001641649,0.002797671,0.007892358,0.001853949,0.01008181,0.03001043],"category_scores_gemma":[0.07210804,0.0004617828,0.0008547576,0.001420581,0.005333425,0.00848104,0.002622333,0.008790843,0.009908392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627934,"about_ca_system_score_gemma":0.005542358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003488781,"about_ca_topic_score_gemma":0.007935471,"domain_scores_codex":[0.9909452,0.004610569,0.0005984653,0.0009747844,0.002300377,0.000570663],"domain_scores_gemma":[0.9668259,0.0220433,0.002362923,0.001112803,0.004281925,0.003373146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001804163,0.0001013366,0.002813132,0.002044523,0.0001970733,0.0001688023,0.001277455,0.00002847972,0.00006203605,0.01438009,0.7610348,0.2177118],"study_design_scores_gemma":[0.0003302053,0.000293526,0.006852957,0.009936237,0.0002715542,0.0007021735,0.003504005,0.0001034827,0.0001317215,0.04548051,0.932321,0.00007261822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001140658,0.1107032,0.0002338958,0.84903,0.02236214,0.00003257805,0.000205236,0.00004831309,0.01624396],"genre_scores_gemma":[0.02403889,0.1244226,0.0006059004,0.7981451,0.03796852,0.0001530857,0.0002569855,0.00007423597,0.01433469],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03001043,"threshold_uncertainty_score":0.1003949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880588340587303,"score_gpt":0.4096286448304676,"score_spread":0.2215698107717373,"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."}}