{"id":"W105518665","doi":"10.1016/j.jpsychores.2004.04.367","title":"Medication management of depression","year":2004,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Management of depression; Psychology; Psychiatry; Medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741132,0.00006885595,0.0001861307,0.0003379277,0.00009372333,0.00001285137,0.0003794456,0.00005997079,0.0008711654],"category_scores_gemma":[0.00001415347,0.00004822953,0.00006829746,0.0003932652,0.00007968369,0.0001163255,0.00003496278,0.0002493581,0.00014548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102897,"about_ca_system_score_gemma":0.00002802687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000439221,"about_ca_topic_score_gemma":0.000001586055,"domain_scores_codex":[0.9977925,0.0001914327,0.0006561252,0.0001151008,0.0009945359,0.0002502673],"domain_scores_gemma":[0.9989222,0.0001141435,0.0003643733,0.0002886555,0.0001715039,0.0001391328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00188814,0.007283701,0.0523008,0.002451505,0.001121547,0.0007277612,0.009879381,0.00003291569,0.002055513,0.04498259,0.02464319,0.8526329],"study_design_scores_gemma":[0.01262847,0.001877934,0.880917,0.005003718,0.00009568348,0.0002755868,0.00811744,0.00001227636,0.003702524,0.08432273,0.002858516,0.0001880946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597103,0.001847292,0.0008484672,0.001529091,0.000716172,0.0003724502,9.199047e-7,0.000004933303,0.03497036],"genre_scores_gemma":[0.9959549,0.0003780389,0.002936332,0.00002509233,0.0001157114,0.00002058855,0.00000103513,0.000009700868,0.0005586286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8524449,"threshold_uncertainty_score":0.9538651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408291919521589,"score_gpt":0.5386005523914925,"score_spread":0.3977713604393336,"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."}}