{"id":"W7084184525","doi":"","title":"Real-World Disability Outcomes Among Patients Treated with Cariprazine vs Other Atypical Antipsychotics as Adjunctive Treatment for Major Depressive Disorder","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Metal complexes synthesis and properties","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Adjunctive treatment; Aripiprazole; Cohort; Bipolar I disorder; Cohort study; Partial agonist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003461616,0.0005109237,0.001569902,0.0003738968,0.0002952207,0.0003250543,0.0006970986,0.000114122,0.002451719],"category_scores_gemma":[0.0003992171,0.0003010912,0.0003713158,0.0006635028,0.000390323,0.000617879,0.000224022,0.0002237009,0.000005383176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638162,"about_ca_system_score_gemma":0.0001350853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005602931,"about_ca_topic_score_gemma":0.002237022,"domain_scores_codex":[0.9972635,0.000285862,0.0008871429,0.0006389485,0.0005080815,0.0004164504],"domain_scores_gemma":[0.9972559,0.0006715935,0.0005706564,0.0007244998,0.0005290218,0.0002483549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02030055,0.002011266,0.9651003,0.000158864,0.001582314,0.000007043697,0.00009305754,0.00001428348,0.001256568,0.00008486427,0.002227135,0.007163699],"study_design_scores_gemma":[0.005077935,0.0002519689,0.9773016,0.0006284986,0.001029706,0.000001446995,0.00004506812,0.00004964117,0.01057796,0.0008027765,0.003912503,0.0003208749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893715,0.0013824,0.0001214379,0.0003240679,0.0002203443,0.00252428,0.0001694171,0.00004209131,0.005844498],"genre_scores_gemma":[0.9939671,0.0007700059,0.0003002022,0.000279557,0.00005839211,0.0003008282,0.00006042205,0.00006756573,0.004195997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522262,"threshold_uncertainty_score":0.9999441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747421697965385,"score_gpt":0.5114670257801888,"score_spread":0.3367248559836503,"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."}}