{"id":"W1846521994","doi":"","title":"Major depressive disorder : The South African Society of Psychiatrists (SASOP) Treatment Guidelines for Psychiatric Disorders","year":2013,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Treatment of Major Depression","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Psychiatry; Nice; Excellence; Major depressive disorder; Depression (economics); Anxiety; Mood; Family medicine","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":[0.003113762,0.0007184076,0.001002297,0.001923762,0.0009019601,0.001265251,0.001268961,0.002360719,0.01208829],"category_scores_gemma":[0.01045909,0.0004409907,0.001264872,0.002181835,0.0003756699,0.0009176138,0.001303992,0.004638767,0.006094935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031014,"about_ca_system_score_gemma":0.01256927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02365187,"about_ca_topic_score_gemma":0.05360793,"domain_scores_codex":[0.99768,0.0007254182,0.000714654,0.00007202086,0.0006243723,0.0001835364],"domain_scores_gemma":[0.9957124,0.0008340892,0.0005451093,0.00009358169,0.002414644,0.0004002306],"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":[0.00003156175,0.00009294118,0.0008269061,0.0007502242,0.00002696023,0.0001064917,0.0001499662,0.0001599868,0.0001157232,0.001841588,0.8495952,0.1463025],"study_design_scores_gemma":[0.0002078522,0.00005299621,0.007478194,0.007239265,0.00007077758,0.0008653902,0.0002876858,0.0002548475,0.0000931331,0.003979668,0.9794423,0.0000279035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005579534,0.2613309,0.01317533,0.4498602,0.0323042,0.006748411,0.01496622,0.00110999,0.2149252],"genre_scores_gemma":[0.05161342,0.4085864,0.1384427,0.1921079,0.011538,0.01572345,0.04400992,0.0006176265,0.1373606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02365187,"threshold_uncertainty_score":0.04702842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295303140162535,"score_gpt":0.3091197896097877,"score_spread":0.2861667582081623,"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."}}