{"id":"W3202406068","doi":"10.1136/bmj.n2403","title":"Half of people who stopped long term antidepressants relapsed within a year, study finds","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Medicine; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003340526,0.0002334809,0.0005449231,0.0007155989,0.001013706,0.001119077,0.0005211686,0.00150243,0.01052484],"category_scores_gemma":[0.01928721,0.0004725077,0.0007977894,0.001075054,0.0004176768,0.001600938,0.0004517619,0.001100276,0.002410654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005576044,"about_ca_system_score_gemma":0.001397341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02915252,"about_ca_topic_score_gemma":0.04096363,"domain_scores_codex":[0.9979793,0.0005918898,0.0002462442,0.0002735661,0.0007612195,0.0001477344],"domain_scores_gemma":[0.9950689,0.001632221,0.001311524,0.0004059936,0.001137323,0.000444047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003161239,0.0002498672,0.6080666,0.00205283,0.00133462,0.0004445081,0.003260928,0.0000465335,0.001172318,0.0009710977,0.1958443,0.1833952],"study_design_scores_gemma":[0.001418958,0.0008949804,0.9218324,0.001926585,0.001580688,0.001398231,0.003543448,0.0001300241,0.0007663416,0.0009366061,0.06549553,0.00007609429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7140973,0.05711751,0.001628652,0.1016374,0.004166969,0.0007074021,0.03866325,0.0002430006,0.08173852],"genre_scores_gemma":[0.9136608,0.01364139,0.0005444748,0.04516727,0.001081769,0.0006151195,0.007112526,0.00005120335,0.0181254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02915252,"threshold_uncertainty_score":0.05796564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219954781167869,"score_gpt":0.3794873266284348,"score_spread":0.3472877788167561,"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."}}