{"id":"W7071886149","doi":"","title":"Treatment of resistant depression: Diagnostic profile and therapeutic role of atypical antipsychotics and mood stabilizers","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antidepressant; Depression (economics); Rating scale; Mood; Major depressive disorder; Psychopathology; Hamilton Rating Scale for Depression; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004794085,0.0001887163,0.0002962086,0.0004956032,0.0001413768,0.000193354,0.0001558976,0.0002142617,0.001369959],"category_scores_gemma":[0.001734221,0.00006371171,0.0001876145,0.0003651936,0.00008735993,0.0001401943,0.0001400037,0.0002224456,0.0002214269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098256,"about_ca_system_score_gemma":0.0002958513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153515,"about_ca_topic_score_gemma":0.003048989,"domain_scores_codex":[0.9997924,0.00008173789,0.00003669715,0.00002044822,0.00005392507,0.00001480032],"domain_scores_gemma":[0.9992854,0.000159788,0.0003551418,0.00001840484,0.00009085432,0.00009047872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005383422,0.0005598089,0.7726347,0.0003707765,0.0001877884,0.0004366291,0.0001641831,0.0002136811,0.004554199,0.0001046985,0.001785124,0.2136049],"study_design_scores_gemma":[0.0002538637,0.001098138,0.9955299,0.00006666794,0.00007808289,0.00113534,0.00006759496,0.0002801987,0.0002705519,0.00006000764,0.001152817,0.000006733031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729282,0.02149602,0.0001878989,0.0006374951,0.00002503093,0.00008521143,0.0007150833,0.00002088977,0.003904133],"genre_scores_gemma":[0.9941836,0.004155925,0.0005193967,0.0001769532,0.00004012361,0.00003357192,0.0005835879,0.000003102324,0.0003035802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001369959,"threshold_uncertainty_score":0.004582942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398452396926579,"score_gpt":0.2654701592289769,"score_spread":0.2514856352597111,"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."}}