{"id":"W4392356713","doi":"10.1177/15459683241236161","title":"Prevalence and Associated Clinical Characteristics of Walking-Related Motor, Cognitive, and Fatigability in Progressive Multiple Sclerosis: Baseline Results From the CogEx Study","year":2024,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Physical medicine and rehabilitation; Multiple sclerosis; Cognition; Baseline (sea); Psychology; Medicine; Physical therapy; Neuroscience; Psychiatry","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":[0.0007158936,0.0003436373,0.0005130107,0.0007880969,0.0003422318,0.0005214712,0.0002776897,0.0006009466,0.0009843572],"category_scores_gemma":[0.001738759,0.0002141389,0.0003276056,0.0006521334,0.0001977135,0.0004508039,0.0003877766,0.0003799669,0.0002476299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156502,"about_ca_system_score_gemma":0.0001449288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557198,"about_ca_topic_score_gemma":0.003396109,"domain_scores_codex":[0.9996548,0.00008489008,0.00005974597,0.00007956135,0.00007789068,0.00004314461],"domain_scores_gemma":[0.9989014,0.0001543418,0.0004985079,0.00005336422,0.0001642311,0.0002282882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825407,0.00005656849,0.9988758,0.00001038151,0.00004874059,0.00005432766,0.00005938121,0.00001876545,0.0001004075,0.000002325359,0.00004412711,0.0005465086],"study_design_scores_gemma":[0.000007292658,0.00006653737,0.9997316,0.000001719018,0.000008695899,0.00009431296,0.00003820737,0.00001934576,0.000007993668,0.000002368456,0.00002098979,9.726706e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991676,0.0001428348,0.0000254391,0.0000146616,0.000001901053,0.00001349019,0.0004707719,0.000002337002,0.0001609932],"genre_scores_gemma":[0.9988432,0.00007177189,0.00004256685,0.00001375377,0.000006600088,0.00002012862,0.0008937158,0.000001191431,0.0001071966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557198,"threshold_uncertainty_score":0.005084693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08198005735058243,"score_gpt":0.3646853400177256,"score_spread":0.2827052826671431,"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."}}