{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006397016,0.00202994,0.01112427,0.005012376,0.0004392291,0.002127685,0.001360102,0.001325974,0.003908997],"category_scores_gemma":[0.01504126,0.0008805609,0.01886098,0.006643331,0.0004191699,0.001129312,0.001193343,0.001028186,0.0003376609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589537,"about_ca_system_score_gemma":0.003569551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420821,"about_ca_topic_score_gemma":0.01512503,"domain_scores_codex":[0.9965903,0.001227384,0.001139926,0.000455429,0.0004326852,0.0001543817],"domain_scores_gemma":[0.9927968,0.005249988,0.000977024,0.0001886357,0.0006895516,0.0000980899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001019945,0.00002273298,0.00344929,0.7265776,0.2322413,0.0001920911,0.00008623172,0.0003873039,0.0003785124,0.0001909276,0.00152763,0.03392626],"study_design_scores_gemma":[0.0003462933,0.0002061872,0.00638054,0.08283064,0.9016474,0.0002594109,0.00007532251,0.0001455303,0.0002280257,0.0003139236,0.007534457,0.00003232433],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001363528,0.9976363,0.0002089187,0.000103694,0.00006058718,0.00008721118,0.0003868408,0.00001105114,0.0001418825],"genre_scores_gemma":[0.03590441,0.961751,0.0008045448,0.0003614328,0.000102995,0.0003196638,0.0005564743,0.00001239531,0.0001869696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01112427,"threshold_uncertainty_score":0.03383112,"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."}}