{"id":"W4404337519","doi":"10.1016/j.brainresbull.2024.111125","title":"Metabolite alterations in the left dorsolateral prefrontal cortex and its association with cognitive assessments in amyotrophic lateral sclerosis: A longitudinal magnetic resonance spectroscopy study","year":2024,"lang":"en","type":"article","venue":"Brain Research Bulletin","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Amyotrophic lateral sclerosis; Dorsolateral prefrontal cortex; Prefrontal cortex; Neuroscience; Magnetic resonance imaging; Association (psychology); Metabolite; Functional magnetic resonance imaging; Cognition; Psychology; Multiple sclerosis; Medicine; Nuclear magnetic resonance; Internal medicine; Psychiatry; Physics; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.004655428,0.0003044558,0.0004606048,0.0006803005,0.0002598791,0.0006699784,0.0002771921,0.0001305432,0.0005005411],"category_scores_gemma":[0.0005875868,0.0002048558,0.00005988741,0.001141056,0.0001818287,0.0002449105,0.0002154247,0.002032292,0.000144957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006813891,"about_ca_system_score_gemma":0.0003148865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130605,"about_ca_topic_score_gemma":0.001111668,"domain_scores_codex":[0.9930887,0.002110397,0.0005156278,0.0009516947,0.002174469,0.001159143],"domain_scores_gemma":[0.9980092,0.001117891,0.00005055535,0.0003028757,0.0003240253,0.0001954423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005203281,0.002744526,0.9184619,0.0002998655,0.0002754022,0.003511811,0.01139785,0.000008321921,0.0501574,0.0003251151,0.004601137,0.003013361],"study_design_scores_gemma":[0.003893593,0.003321668,0.9875117,0.001071253,0.00003796993,0.00006741327,0.0007819056,0.00176205,0.0000846345,0.0000606913,0.001206779,0.0002003344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685161,0.003926612,0.000007647315,0.02353293,0.000048688,0.003457412,0.00004856601,0.00004628007,0.0004157923],"genre_scores_gemma":[0.9951324,0.0005190953,0.0001369778,0.0004875106,0.0001439195,0.0006806547,0.00004202945,0.00005328021,0.002804096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06904978,"threshold_uncertainty_score":0.8829411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05826733636861905,"score_gpt":0.3783716727656068,"score_spread":0.3201043363969878,"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."}}