{"id":"W7117571531","doi":"10.1186/s12875-025-03132-1","title":"Screening tools for ruling out mood and anxiety disorders in adults in primary care: a rapid systematic review","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Memorial Chiropractic College; University of British Columbia; North Island College; Centre for Disability Prevention and Rehabilitation; Ontario Tech University","funders":"","keywords":"Anxiety; Depression (economics); Reliability (semiconductor); Mood; Primary care; Mood disorders; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02585064,0.001814192,0.01061173,0.0162193,0.0008587557,0.003262096,0.003172665,0.002490667,0.005660553],"category_scores_gemma":[0.1064717,0.001611714,0.009302517,0.01335772,0.001110366,0.004256365,0.002328997,0.001301182,0.0004994541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006057967,"about_ca_system_score_gemma":0.0212538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008998788,"about_ca_topic_score_gemma":0.03155181,"domain_scores_codex":[0.9763715,0.008945779,0.009123285,0.001065332,0.004030379,0.0004637536],"domain_scores_gemma":[0.9169225,0.05530959,0.01617554,0.001332542,0.009477985,0.0007819718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000225251,0.00001479959,0.0006928983,0.9597184,0.005828098,0.00008093608,0.0001924373,0.00006204283,0.00008386344,0.0001016443,0.001498934,0.03150073],"study_design_scores_gemma":[0.000771769,0.0003727368,0.004544687,0.9289102,0.05394427,0.0002955619,0.0003515647,0.0001415607,0.0001679634,0.0001785894,0.01026212,0.00005902096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002987232,0.9850259,0.0008989763,0.0008417441,0.0002774452,0.007519901,0.001819746,0.00005441603,0.0005745799],"genre_scores_gemma":[0.03552443,0.9377818,0.009986913,0.00132093,0.0001693804,0.01377144,0.001047568,0.00002351606,0.0003740253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02585064,"threshold_uncertainty_score":0.1367128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273100535735562,"score_gpt":0.3281292265308932,"score_spread":0.3053982211735376,"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."}}