{"id":"W4395699770","doi":"10.1016/j.neubiorev.2024.105690","title":"Neuromelanin levels in individuals with substance use disorders: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Retinoids in leukemia and cellular processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Neuromelanin; Substantia nigra; Meta-analysis; Addiction; Dopaminergic; Dopamine; Neuroscience; Psychology; Substance dependence; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001235102,0.0009508514,0.006336187,0.0003397973,0.00007952109,0.0003091265,0.0008936448,0.0002781482,0.00002423446],"category_scores_gemma":[0.0003330743,0.000532645,0.001663547,0.002626586,0.0002957253,0.00003702579,0.000229685,0.0005114163,0.0000211867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337931,"about_ca_system_score_gemma":0.0001964293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001395725,"about_ca_topic_score_gemma":0.0001035196,"domain_scores_codex":[0.9950922,0.0007123055,0.001559237,0.001691063,0.0004446652,0.0005005292],"domain_scores_gemma":[0.9975959,0.000006958582,0.000878089,0.001297811,0.00005269413,0.0001685669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001049412,0.0001194942,0.0001190059,0.986658,0.0003472427,0.00005530743,0.00002563418,5.131963e-7,0.00006237534,0.00001549946,0.0003583448,0.0122375],"study_design_scores_gemma":[0.00003365809,0.0001239035,0.000007661173,0.01781738,0.4135721,0.00007175685,0.000002287249,3.410487e-7,0.000001914957,0.000001793073,0.5678899,0.0004773203],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009068815,0.9955384,0.00005355986,0.000007563792,0.00005391425,0.00402389,0.0002007763,0.00001966775,0.00001151193],"genre_scores_gemma":[0.0001126497,0.9964763,0.0001652926,0.0005851997,0.00001382024,0.001750391,0.00009221712,0.00007323827,0.0007309075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9688407,"threshold_uncertainty_score":0.9997125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594308115496232,"score_gpt":0.3814608111675888,"score_spread":0.2220299996179656,"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."}}