{"id":"W4417274172","doi":"10.3174/ajnr.a9127","title":"Toward a Neuroimaging Consensus for the Work-up of Adult Genetic Leukoencephalopathies on Behalf of the White Matter Rounds Network: State of Practice","year":2025,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"RNA regulation and disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Western University; Queen's University; Jewish General Hospital; University of Ottawa; Montreal Neurological Institute and Hospital; Ottawa Hospital; Children's Hospital of Eastern Ontario; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Neuroimaging; Fluid-attenuated inversion recovery; White matter; Lumbar puncture; Sagittal plane; Protocol (science); Neuroradiology; Magnetic resonance imaging","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.305822,0.0009157625,0.00127125,0.004485446,0.007701945,0.009543084,0.008745793,0.01212689,0.004747353],"category_scores_gemma":[0.3100514,0.001364053,0.001896017,0.002723604,0.008859389,0.01337694,0.02463192,0.01076213,0.002419875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01050626,"about_ca_system_score_gemma":0.07510075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518258,"about_ca_topic_score_gemma":0.004013698,"domain_scores_codex":[0.6512555,0.2520375,0.0428041,0.01489151,0.02763828,0.01137303],"domain_scores_gemma":[0.6007959,0.1528756,0.03050316,0.02037791,0.1422842,0.05316313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006172264,0.0009815842,0.04125601,0.009832057,0.0003699163,0.004699846,0.1498528,0.002876152,0.007380208,0.05222181,0.264445,0.4654675],"study_design_scores_gemma":[0.000512721,0.001042199,0.0431055,0.04096606,0.0002874289,0.006843918,0.2317066,0.01703137,0.004217471,0.1399506,0.5131391,0.001196973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.06688185,0.01274156,0.09948602,0.7821297,0.009158547,0.006042826,0.0005190187,0.000564838,0.0224756],"genre_scores_gemma":[0.5831279,0.01074055,0.2828944,0.1022363,0.003397325,0.01131304,0.001379029,0.0004872134,0.004424313],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.305822,"threshold_uncertainty_score":0.8560451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105220391230511,"score_gpt":0.2674219818072927,"score_spread":0.2568999426842415,"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."}}