{"id":"W1980039722","doi":"10.4088/pcc.10m01013","title":"Rates of Detection of Mood and Anxiety Disorders in Primary Care","year":2011,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Anxiety; Primary care; Mood; Psychiatry; Clinical psychology; Mood disorders; Psychology; Medicine; Family medicine","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":[0.001091122,0.0001723543,0.0003232611,0.001161735,0.0006688174,0.000961735,0.000819961,0.0006729612,0.001609166],"category_scores_gemma":[0.01263102,0.0003499782,0.0003025041,0.001363399,0.0004442749,0.0003306413,0.0005973764,0.0006174278,0.0001973773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891091,"about_ca_system_score_gemma":0.00268975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5059271,"about_ca_topic_score_gemma":0.5133771,"domain_scores_codex":[0.9967217,0.0004473134,0.0002329092,0.0004019924,0.001606098,0.0005900305],"domain_scores_gemma":[0.9908873,0.001369764,0.003484744,0.000364893,0.002818647,0.001074706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001539672,0.000009318809,0.9981987,0.00001403782,0.00001546206,0.0000472069,0.00009093434,0.00001820992,0.00004393068,0.000007471653,0.000351838,0.001187486],"study_design_scores_gemma":[0.000001522351,0.00001579512,0.999513,0.000007023962,0.000004865078,0.0001596006,0.00009108456,0.00008568949,0.00002425034,0.000002737601,0.00009246222,0.000001949985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944134,0.001170255,0.0001204424,0.0004456504,0.00002155497,0.0000398661,0.002134912,0.00002659996,0.00162726],"genre_scores_gemma":[0.9988546,0.0002256201,0.00008479917,0.00007591995,0.00001083493,0.000007960976,0.0006085018,0.000001580639,0.0001301889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5059271,"threshold_uncertainty_score":0.9939652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474097775941647,"score_gpt":0.2987645364917273,"score_spread":0.2740235587323108,"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."}}