{"id":"W2039156670","doi":"10.1017/s0033291712001717","title":"Estimating remission from untreated major depression: a systematic review and meta-analysis","year":2012,"lang":"en","type":"review","venue":"Psychological Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Queensland","keywords":"Depression (economics); Medicine; Observational study; Logistic regression; Cohort; Cohort study; Medical diagnosis; Psychiatry; Pediatrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03068805,0.003106058,0.02040843,0.009944025,0.0006933754,0.003814188,0.003210092,0.002417965,0.003208985],"category_scores_gemma":[0.07089068,0.001934045,0.04034964,0.00862115,0.001006378,0.002484722,0.001858928,0.002151599,0.0002996275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033699,"about_ca_system_score_gemma":0.004183304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007532586,"about_ca_topic_score_gemma":0.01722813,"domain_scores_codex":[0.9803466,0.01095459,0.005037521,0.001726449,0.001567238,0.0003675139],"domain_scores_gemma":[0.9316409,0.05596088,0.00764749,0.001697118,0.002590539,0.0004630261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001177493,0.00002429699,0.005255287,0.3400359,0.6369672,0.0001045383,0.00008667569,0.0006686485,0.0001048378,0.0001590814,0.0006911723,0.01472494],"study_design_scores_gemma":[0.0005255533,0.0001748075,0.004312306,0.03730031,0.9551007,0.0001297872,0.00004827665,0.0002815363,0.00009057597,0.0003534841,0.001656755,0.00002597108],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002871194,0.9950983,0.0007685992,0.000223558,0.00009781488,0.0002718646,0.0004731129,0.00002732027,0.0001681939],"genre_scores_gemma":[0.1523502,0.8392779,0.004370374,0.0009846154,0.0002710865,0.001431395,0.001057883,0.00004425535,0.0002123074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03068805,"threshold_uncertainty_score":0.1622959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.252466826001455,"score_gpt":0.4654832306115571,"score_spread":0.2130164046101021,"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."}}