{"id":"W3216344858","doi":"10.3310/hta25690","title":"Antidepressant medication to prevent depression relapse in primary care: the ANTLER RCT","year":2021,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Technology Assessment Programme; University College London; National Institute for Health and Care Research","keywords":"Medicine; Mirtazapine; Sertraline; Randomized controlled trial; Depression (economics); Venlafaxine; Antidepressant; Major depressive episode; Fluoxetine; Psychiatry; Citalopram; Physical therapy; Internal medicine; Anxiety; Mood","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":[],"consensus_categories":[],"category_scores_codex":[0.000682058,0.0002123828,0.0003733003,0.000265751,0.0003893495,0.000016224,0.0003877525,0.0002777432,0.0003601974],"category_scores_gemma":[0.00002078357,0.0001573404,0.00004694389,0.0007771663,0.00008099618,0.00006948615,0.0002840543,0.0006229557,0.0001166947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808563,"about_ca_system_score_gemma":0.0004166371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002783599,"about_ca_topic_score_gemma":0.0003560048,"domain_scores_codex":[0.9971884,0.0004392074,0.0006811719,0.0006901393,0.0003324123,0.0006686313],"domain_scores_gemma":[0.9984256,0.0001174912,0.000249267,0.0009923652,0.00006349701,0.0001517839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009804951,0.002119329,0.372218,0.000352993,0.00006749762,0.0002718882,0.001726619,0.00001197002,0.0002677442,0.02333517,0.01705142,0.5824793],"study_design_scores_gemma":[0.001406994,0.0002967221,0.9612045,0.0003974349,0.00001720934,0.00007648957,0.002880647,0.00001124737,0.001074266,0.0008782015,0.03155925,0.0001970241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.851521,0.02056924,0.00068328,0.1110595,0.001819883,0.002975872,0.00002637132,0.000287583,0.0110573],"genre_scores_gemma":[0.9896312,0.0007613688,0.001963978,0.005197819,0.00005562152,0.001418794,0.0001449702,0.00002729246,0.0007989457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5889865,"threshold_uncertainty_score":0.6416155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469354780276964,"score_gpt":0.4147560810196203,"score_spread":0.3900625332168506,"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."}}