{"id":"W2000644842","doi":"10.1136/bmj.c1468","title":"Long term treatment of depression with selective serotonin reuptake inhibitors and newer antidepressants","year":2010,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Venlafaxine; Antidepressant; Medical prescription; Fluoxetine; Reuptake inhibitor; Tolerability; Medicine; Duloxetine; Reboxetine; Depression (economics); Psychiatry; Serotonin; Internal medicine; Pharmacology; Adverse effect; Alternative medicine; Anxiety","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000122696,0.0005044834,0.001410996,0.0001746356,0.000125155,0.00002338304,0.0001446791,0.0004714447,0.0001866949],"category_scores_gemma":[0.00000563288,0.0003000496,0.0001545971,0.00019447,0.00009710221,0.00008086461,0.00004882567,0.0002444034,0.00003870286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008852045,"about_ca_system_score_gemma":0.00008331619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002834508,"about_ca_topic_score_gemma":0.0001609489,"domain_scores_codex":[0.9979537,0.0002048329,0.0006324399,0.0006524259,0.0001925924,0.0003639729],"domain_scores_gemma":[0.9983708,0.0001417015,0.0007321904,0.0005622936,0.00004143563,0.0001515794],"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":[0.0001218057,0.0004217935,0.04026472,0.002219013,0.0002733454,0.0001219943,0.0002403378,1.271889e-8,8.083693e-7,0.000007830851,0.000487383,0.9558409],"study_design_scores_gemma":[0.005481423,0.002548676,0.1315631,0.02955087,0.002722468,0.0008355239,0.00006423848,5.523324e-7,0.000334522,0.00001294725,0.8257228,0.001162895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02513911,0.9642366,0.000001744152,0.00001368679,0.0006148827,0.004736161,0.000066111,0.00003798042,0.005153761],"genre_scores_gemma":[0.004803847,0.9896899,0.0001584814,0.00001068435,0.0003742346,0.001380358,0.0001467156,0.00008295873,0.00335281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9546781,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144540481215903,"score_gpt":0.4310767837115445,"score_spread":0.3696313788993855,"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."}}