{"id":"W2402105462","doi":"10.1097/jcp.0000000000000416","title":"Early Symptom Improvement as a Predictor of Response to Extended Release Quetiapine in Major Depressive Disorder","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Psychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Environmental Health Sciences; AstraZeneca","keywords":"Quetiapine; Placebo; Quetiapine Fumarate; Clinical Global Impression; Major depressive disorder; Rating scale; Internal medicine; Hamilton Rating Scale for Depression; Psychology; Depression (economics); Antidepressant; Clinical trial; Major depressive episode; Post-hoc analysis; Psychiatry; Medicine; Atypical antipsychotic; Schizophrenia (object-oriented programming); Antipsychotic; Cognition; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004341561,0.0006598365,0.005991435,0.001130654,0.00002702232,0.00001255648,0.0006679594,0.00101682,0.0004734193],"category_scores_gemma":[0.003704732,0.0004525107,0.00162426,0.0004793899,0.0002082235,0.0001224658,0.0002283421,0.002291441,0.0001143034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491082,"about_ca_system_score_gemma":0.002625435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002597475,"about_ca_topic_score_gemma":0.000004527844,"domain_scores_codex":[0.989168,0.002337938,0.006160012,0.0007289711,0.001073141,0.0005319552],"domain_scores_gemma":[0.9899908,0.002685669,0.004457355,0.0007128137,0.0007989154,0.001354396],"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":[0.1073192,0.007112757,0.002526155,0.0034324,0.002427633,0.002938431,0.0001292227,0.000003831969,0.0002625283,0.000003158299,0.02024756,0.8535972],"study_design_scores_gemma":[0.06064404,0.02403769,0.01465385,0.01677097,0.006938105,0.0006029147,0.00001947354,0.000003540569,0.00001857234,0.0001684161,0.8757235,0.0004189111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1990653,0.7938936,0.00001736455,0.001583159,0.002548917,0.002647146,0.0000503984,0.00002046859,0.0001736135],"genre_scores_gemma":[0.00876391,0.9867274,0.0007241065,0.0008021427,0.001347185,0.0001644974,0.00001436896,0.0001296903,0.001326756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.855476,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06275894483301184,"score_gpt":0.4949017645329515,"score_spread":0.4321428196999396,"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."}}