{"id":"W2733910087","doi":"10.3233/jad-170149","title":"Motor Phenotype in Neurodegenerative Disorders: Gait and Balance Platform Study Design Protocol for the Ontario Neurodegenerative Research Initiative (ONDRI)","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Toronto Western Hospital; Occupational Cancer Research Centre; University Health Network; Health Sciences Centre; Ottawa Hospital; University of Ottawa; Baycrest Hospital; University of Waterloo; Toronto Dementia Research Alliance; Western University; University of Toronto; Lawson Health Research Institute; Sunnybrook Health Science Centre","funders":"Morris Kerzner Memorial Fund; Strong; Temerty Family Foundation; Government of Ontario; Ontario Brain Institute","keywords":"Cognition; Amyotrophic lateral sclerosis; Gait; Physical medicine and rehabilitation; Dementia; Balance (ability); Disease; Movement disorders; Neuroscience; Cognitive decline; Medicine; Frontotemporal dementia; Psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002770636,0.0002376191,0.0004029016,0.0001639492,0.002219856,0.0001252366,0.0005463459,0.00008879788,0.00003059579],"category_scores_gemma":[0.0007505788,0.000155827,0.0001149633,0.0001073024,0.0002251979,0.0008504199,0.0002136634,0.001291249,0.000008237746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281152,"about_ca_system_score_gemma":0.001235429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008496242,"about_ca_topic_score_gemma":0.008763408,"domain_scores_codex":[0.9964893,0.001332041,0.000783206,0.0003492578,0.0005319223,0.0005142116],"domain_scores_gemma":[0.996521,0.001043327,0.0009459387,0.000502647,0.0007012782,0.000285793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03008081,0.01125714,0.8219151,0.0003541909,0.001756791,0.0002127706,0.09574381,0.0001681971,0.001662419,0.001725131,0.02497798,0.01014569],"study_design_scores_gemma":[0.007515294,0.001472813,0.9806356,0.0002273316,0.0002075709,9.351894e-7,0.002965417,0.001515349,0.0000125959,0.003621079,0.00164919,0.0001767521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6648429,0.000870717,0.001989446,0.004201599,0.001266896,0.3255963,0.0001072077,0.00002663548,0.001098312],"genre_scores_gemma":[0.9253643,0.00003825221,0.000537281,0.0002963216,0.0005484045,0.07289898,0.000002842725,0.0000388854,0.0002747343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605214,"threshold_uncertainty_score":0.9990791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2488921249359347,"score_gpt":0.4690544038926976,"score_spread":0.220162278956763,"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."}}