{"id":"W2162407269","doi":"10.1136/bmj.d4825","title":"Risk of bias from inclusion of patients who already have diagnosis of or are undergoing treatment for depression in diagnostic accuracy studies of screening tools for depression: systematic review","year":2011,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Complementary and Integrative Health; Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; MEDLINE; PsycINFO; CINAHL; Meta-analysis; Depression (economics); Publication bias; Psychiatry; Psychological intervention; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2605206,0.003339895,0.01967089,0.01236118,0.001417457,0.005990302,0.004245857,0.006157073,0.002736999],"category_scores_gemma":[0.5450902,0.003852308,0.03257949,0.0138795,0.004169339,0.006426598,0.003878864,0.003529023,0.0003516538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006830383,"about_ca_system_score_gemma":0.01254574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006594356,"about_ca_topic_score_gemma":0.01183633,"domain_scores_codex":[0.5528116,0.2474792,0.1481148,0.01489741,0.03500846,0.001688572],"domain_scores_gemma":[0.3848877,0.5090638,0.07397804,0.01278695,0.01839789,0.0008855638],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002131026,0.00004125869,0.01273355,0.6934419,0.2543063,0.0002441921,0.000722994,0.0006401674,0.0001961053,0.001251179,0.002062658,0.03222876],"study_design_scores_gemma":[0.003329577,0.0005898931,0.01198057,0.3783403,0.5895137,0.0006057501,0.0004799693,0.001178329,0.001035438,0.004802551,0.00795225,0.0001916711],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006374212,0.9773573,0.005559927,0.002220292,0.00179949,0.004275154,0.001193313,0.00007895866,0.001141401],"genre_scores_gemma":[0.3643634,0.5503107,0.03589758,0.008944066,0.002105481,0.03538283,0.00199718,0.0001575875,0.0008412319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9803291,"threshold_uncertainty_score":0.9119098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3452810084347039,"score_gpt":0.5007343750512674,"score_spread":0.1554533666165635,"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."}}