{"id":"W2148080828","doi":"10.4102/sajpsychiatry.v19i3.946","title":"Major Depressive Disorder","year":2013,"lang":"en","type":"article","venue":"South African Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Font; Style (visual arts); Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663611,0.000467967,0.000982562,0.0006302269,0.001035637,0.001062536,0.0007715601,0.0007519213,0.1215092],"category_scores_gemma":[0.003636033,0.0001783749,0.0007333551,0.0007741978,0.0001186795,0.0006689685,0.0008500281,0.001428117,0.05587471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077109,"about_ca_system_score_gemma":0.00195282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008477592,"about_ca_topic_score_gemma":0.03496416,"domain_scores_codex":[0.9994272,0.0001068252,0.0001001141,0.00006346132,0.0002100183,0.00009241531],"domain_scores_gemma":[0.9988621,0.0001093309,0.0001013612,0.00005601729,0.0005748706,0.0002963057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001059351,0.00008634879,0.00168466,0.0004544056,0.00002892253,0.00008271352,0.000043429,0.00002067684,0.00008399235,0.0004007521,0.900836,0.09617212],"study_design_scores_gemma":[0.000319829,0.0001603504,0.02779586,0.001951131,0.00007622207,0.0008534954,0.0001623166,0.0001113016,0.0001413104,0.001208873,0.9671888,0.00003045612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01090384,0.04376011,0.003058586,0.0463897,0.007012309,0.003122698,0.07422164,0.003005599,0.8085256],"genre_scores_gemma":[0.1018405,0.09736694,0.01333331,0.07922596,0.003405925,0.005134292,0.1254478,0.0008282003,0.573417],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1215092,"threshold_uncertainty_score":0.4064888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007817970193844028,"score_gpt":0.2443806604838505,"score_spread":0.2365626902900065,"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."}}