{"id":"W4408153361","doi":"10.61373/bm025k.0014","title":"Guy A. Rouleau: Genetic foundations of neurological disease – From risk variants to pathogenic mechanisms","year":2025,"lang":"en","type":"article","venue":"Brain medicine :","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Disease; Genetics; Biology; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005333794,0.0006435832,0.0007402576,0.001474429,0.002467272,0.003434479,0.0008215166,0.005977947,0.008949062],"category_scores_gemma":[0.01294704,0.0003606268,0.0004761801,0.0009514875,0.005412614,0.005482612,0.002146026,0.01039006,0.002812382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002018248,"about_ca_system_score_gemma":0.00251456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429587,"about_ca_topic_score_gemma":0.007879342,"domain_scores_codex":[0.9978574,0.001097348,0.000075849,0.0002899888,0.0004850335,0.0001943372],"domain_scores_gemma":[0.9924158,0.005132461,0.0002845443,0.0002025968,0.0006188547,0.001345812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003069252,0.00001357654,0.0009644881,0.00006084246,0.00001084561,0.0005661582,0.001116772,0.00004254015,0.0001938392,0.01002338,0.9611986,0.02577836],"study_design_scores_gemma":[0.00002331515,0.00004347764,0.002311972,0.0003900444,0.00001598726,0.003774323,0.002568643,0.00009726868,0.0003101326,0.0346217,0.9557875,0.00005563379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007738894,0.02997149,0.0006493649,0.9564425,0.008577861,0.000007125385,0.0000641064,0.000063065,0.003450667],"genre_scores_gemma":[0.03057425,0.04786137,0.002883787,0.8435923,0.0369299,0.00005768896,0.0001222704,0.0001746795,0.03780368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008949062,"threshold_uncertainty_score":0.02993762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150738796689366,"score_gpt":0.2706927418597647,"score_spread":0.2591853538928711,"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."}}