{"id":"W7161844250","doi":"10.82308/48401","title":"Treatment of resistant depression: Diagnostic profile and therapeutic role of atypical antipsychotics and mood stabilizers","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antidepressant; Depression (economics); Rating scale; Mood; Major depressive disorder; Psychopathology; Hamilton Rating Scale for Depression; Depressive symptoms","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":[0.0008980489,0.0002854036,0.0005059583,0.0008381458,0.000170777,0.0002363275,0.0002577709,0.0003134529,0.001071002],"category_scores_gemma":[0.002640409,0.00009402505,0.0003035725,0.0005863254,0.0001376094,0.0002001695,0.0001914689,0.0002692267,0.0002043866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456497,"about_ca_system_score_gemma":0.0003008896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000933,"about_ca_topic_score_gemma":0.002036908,"domain_scores_codex":[0.9994423,0.0002420534,0.0001014269,0.00005196328,0.0001375958,0.00002466561],"domain_scores_gemma":[0.9982918,0.0004030761,0.0009022559,0.00004850039,0.0001880731,0.0001662475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00551339,0.0004820175,0.8807886,0.0003209478,0.0002251728,0.0005012414,0.0001249148,0.0002153979,0.004293236,0.00009200965,0.0007985506,0.1066444],"study_design_scores_gemma":[0.00024754,0.001244592,0.9946619,0.00006145192,0.0001014079,0.00200092,0.00007160536,0.0004569417,0.00032176,0.00006190619,0.0007615009,0.000008470854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741832,0.02133759,0.0003410928,0.0004876646,0.00002306247,0.0001354743,0.0006845529,0.00002281791,0.002784528],"genre_scores_gemma":[0.9947733,0.003517993,0.0007517372,0.0001423678,0.00004618393,0.0000490917,0.0005658104,0.000003585094,0.0001499758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071002,"threshold_uncertainty_score":0.004749417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198698281411162,"score_gpt":0.2905670330338461,"score_spread":0.2785800502197345,"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."}}