{"id":"W2050190677","doi":"10.1016/j.eurpsy.2007.01.278","title":"Contemporary approaches for an optimal treatment of major depression","year":2007,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; University of Ottawa","funders":"","keywords":"Depression (economics); Antidepressant; Antipsychotic; Ambulatory; Psychiatry; Medicine; Population; Antidepressant medication; Outcome (game theory); Schizophrenia (object-oriented programming); Internal medicine; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00321522,0.0005592571,0.0005932717,0.0007468833,0.0008062841,0.00226935,0.00167229,0.002574023,0.007824472],"category_scores_gemma":[0.003098508,0.0001936676,0.000469447,0.0007062091,0.003544281,0.001837913,0.002257325,0.005695215,0.002834363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831024,"about_ca_system_score_gemma":0.003421094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165222,"about_ca_topic_score_gemma":0.002290134,"domain_scores_codex":[0.9983283,0.0007166415,0.0001036075,0.0002059346,0.0005272434,0.0001182836],"domain_scores_gemma":[0.9988883,0.0003521808,0.0001009045,0.0001440766,0.0003600769,0.0001545085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002454342,0.0003951113,0.0004471697,0.001293813,0.00008718322,0.0002008304,0.0003982043,0.002042943,0.0008851382,0.4262456,0.0835186,0.48424],"study_design_scores_gemma":[0.0001982948,0.0002193641,0.0009434358,0.001264552,0.00004969123,0.0004192808,0.0003869629,0.001277245,0.000418939,0.387065,0.6077276,0.00002960813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005930282,0.3348917,0.09176094,0.4436522,0.007589129,0.0001902915,0.0001884264,0.0003013743,0.1154956],"genre_scores_gemma":[0.1987034,0.4616258,0.1643478,0.1170414,0.01840029,0.001379515,0.0006407598,0.0002298803,0.03763125],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007824472,"threshold_uncertainty_score":0.0261755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782196925809499,"score_gpt":0.3184627005556953,"score_spread":0.2306407312976003,"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."}}