{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274261,0.0001121593,0.0002034561,0.0002779279,0.00007295102,0.00006930554,0.000287692,0.00003941811,0.0002157105],"category_scores_gemma":[0.00007612452,0.00007608513,0.00005906294,0.0001767077,0.00004670808,0.0001084105,0.00005211011,0.0002177529,0.000003001908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457304,"about_ca_system_score_gemma":0.0000729237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003291187,"about_ca_topic_score_gemma":0.0000484666,"domain_scores_codex":[0.9988495,0.0001442052,0.0004390798,0.0001631822,0.0003053671,0.00009874073],"domain_scores_gemma":[0.99883,0.0003737671,0.0003798589,0.0000896457,0.0002921259,0.00003459088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002024628,0.0005154836,0.992536,7.954256e-7,0.0006229848,0.00002986578,0.00007143427,0.0006283557,0.002025491,0.00002734735,0.00005387294,0.001463731],"study_design_scores_gemma":[0.006794089,0.0002255949,0.99204,0.000008367751,0.0001025654,0.00000459484,0.00001215616,0.00008739874,0.0001901822,0.00009523972,0.0003864738,0.00005332727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983415,0.00001400084,0.00002161365,0.0005622271,0.0002531194,0.00009643706,0.00003119132,0.000007626129,0.0006722767],"genre_scores_gemma":[0.9990762,0.00001523403,0.00001654814,0.0001565631,0.0001762653,0.000004936323,0.00000813329,0.00001170037,0.0005343733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004769461,"threshold_uncertainty_score":0.3102661,"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."}}