{"id":"W7126470075","doi":"10.18502/jabs.v16i1.20131","title":"Genetics and Neuroscience Biomarkers in Attention-deficit/hyperactivity disorder: Insights toward Precision Medicine, A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Biomedical Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroimaging; Dopamine transporter; Precision medicine; Stimulant; Genome-wide association study; Heritability; Genetic association; Dopaminergic; Polygenic risk score; Meta-analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390593,0.001314326,0.007976263,0.01055472,0.0004482664,0.002416551,0.001677925,0.002095413,0.002740008],"category_scores_gemma":[0.05085652,0.0008124881,0.006439274,0.00967918,0.0008858767,0.002229095,0.001383758,0.001198153,0.000218287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876452,"about_ca_system_score_gemma":0.01274667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007043991,"about_ca_topic_score_gemma":0.01549167,"domain_scores_codex":[0.9918525,0.003286871,0.002481045,0.0007220036,0.00147261,0.0001850218],"domain_scores_gemma":[0.9485767,0.04115931,0.006032355,0.0006291501,0.003282835,0.0003197156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001835159,0.0000205186,0.001666056,0.8694602,0.01193946,0.00007857831,0.0001467823,0.0002453979,0.0001473265,0.0008584218,0.003481451,0.1117723],"study_design_scores_gemma":[0.0002806458,0.0001673506,0.007381417,0.8905005,0.07037205,0.0003126488,0.0001581578,0.0002378625,0.0001143981,0.001553797,0.02887239,0.00004862639],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002017437,0.999087,0.0001091837,0.000308555,0.0000595289,0.00004479862,0.0001302834,0.000003045681,0.00005597163],"genre_scores_gemma":[0.00516633,0.9931438,0.0006941725,0.0005525847,0.0001188456,0.0001532758,0.0001380272,0.000002549438,0.00003042204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01390593,"threshold_uncertainty_score":0.07354248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900553270971902,"score_gpt":0.3595001639516656,"score_spread":0.3304946312419466,"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."}}