{"id":"W4407387037","doi":"10.1093/ijnp/pyae059.409","title":"ASSOCIATIONS BETWEEN NEUROMELANIN ACCUMULATION IN PATIENTS WITH SCHIZOPHRENIA AND TREATMENT RESPONSIVENESS: A CROSS- SECTIONAL NM-MRI STUDY","year":2025,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuromelanin; Schizophrenia (object-oriented programming); Cross-sectional study; Psychology; Psychiatry; Medicine; Neuroscience; Clinical psychology; Pathology; Dopamine; Substantia nigra; Dopaminergic","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":[0.0005324837,0.0002961208,0.0003471336,0.0008659298,0.0004144447,0.0004315023,0.0001859289,0.0005094745,0.001606523],"category_scores_gemma":[0.001124567,0.0003077765,0.0003893226,0.0005753702,0.0002304612,0.0003963849,0.0003472258,0.0004246238,0.0002599273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085842,"about_ca_system_score_gemma":0.0001583532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582634,"about_ca_topic_score_gemma":0.002225744,"domain_scores_codex":[0.999678,0.00007657489,0.00004912557,0.0001146667,0.00004246075,0.00003924453],"domain_scores_gemma":[0.9990916,0.0001449655,0.000443196,0.00006120664,0.000096854,0.000162205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002288247,0.00008780113,0.9978726,0.00001390277,0.00009980141,0.00009487828,0.000100717,0.00002096191,0.0006712378,0.000008216439,0.00002864372,0.0007724108],"study_design_scores_gemma":[0.000007525155,0.0002315115,0.9989851,0.000003109365,0.00004486036,0.0003469847,0.0001323686,0.00009042143,0.00006515389,0.00001159163,0.00007726531,0.000004008443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994339,0.0001731636,0.00004436174,0.00001304341,0.00000235269,0.000009283999,0.0001299779,0.00000206147,0.0001918337],"genre_scores_gemma":[0.9996308,0.00005971487,0.00005586836,0.00001425612,0.000004779611,0.000008444552,0.0001412353,0.000001063792,0.0000838239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001606523,"threshold_uncertainty_score":0.005374372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669937306385283,"score_gpt":0.3633632413738107,"score_spread":0.3366638683099578,"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."}}