{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185966,0.0001773674,0.0003024902,0.0001138192,0.0001272474,0.000005009914,0.0002089703,0.00008939606,0.00004129376],"category_scores_gemma":[0.000003530959,0.000140105,0.0001061136,0.0001907694,0.0001726351,0.0001013704,0.00007322324,0.0001090107,0.000002153357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109915,"about_ca_system_score_gemma":0.0000263518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517483,"about_ca_topic_score_gemma":0.003142196,"domain_scores_codex":[0.9989124,0.0001088641,0.000352592,0.0002634075,0.0001143733,0.0002483456],"domain_scores_gemma":[0.9993451,0.00008159487,0.000193178,0.000286885,0.00005282972,0.00004041301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560937,0.0006339739,0.5259562,0.002354428,0.0001132169,1.410428e-7,0.05029304,0.000009691419,0.0007568704,0.0008646165,0.00004773854,0.4174091],"study_design_scores_gemma":[0.002941782,0.0005684451,0.9714737,0.00007204442,0.00006491927,0.000001225662,0.02181621,0.00001425448,0.001364512,0.001119634,0.0003853414,0.0001779252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658656,0.005126566,0.0001680893,0.00004410513,0.0003340861,0.001401184,0.00007992292,0.00002689983,0.02695362],"genre_scores_gemma":[0.9988019,0.0006112837,0.0001265273,0.00004274632,0.0000121846,0.0001704273,0.000178819,0.00002476867,0.00003128925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455175,"threshold_uncertainty_score":0.5713314,"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."}}