{"id":"W4410171439","doi":"10.1007/s12311-025-01849-4","title":"Selection of Clinical Outcome Assessments for Trial Readiness in ARSACS – 2-year Progression and Responsiveness to Change Part 2: Mobility, Balance, and Lower Limb Coordination","year":2025,"lang":"en","type":"article","venue":"The Cerebellum","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre for Interdisciplinary Research in Rehabilitation; Montreal Neurological Institute and Hospital; Cégep de Jonquière; Université Laval; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Canadian Institutes of Health Research","keywords":"Balance (ability); Outcome (game theory); Physical medicine and rehabilitation; Selection (genetic algorithm); Neurology; Medicine; Physical therapy; Psychology; Psychiatry; Computer science; Economics; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412919,0.00009785464,0.0003496773,0.0001132422,0.0000555092,0.00001088938,0.00005025225,0.00009945132,0.00001341887],"category_scores_gemma":[0.0004792272,0.0000700108,0.00004959034,0.0002623695,0.0000723879,0.00006316419,0.00006544953,0.0001114769,5.281153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834538,"about_ca_system_score_gemma":0.00005357348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003314137,"about_ca_topic_score_gemma":0.0001309119,"domain_scores_codex":[0.9989029,0.0001339447,0.0004442712,0.0002475489,0.0001273951,0.0001439269],"domain_scores_gemma":[0.9992809,0.0002987852,0.00011007,0.0001584787,0.0001054162,0.0000463492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08483285,0.0009331244,0.8598368,0.0004713721,0.00006601851,8.475267e-7,0.0001449964,0.000001224062,0.0005541262,0.0007352636,0.0009901868,0.05143325],"study_design_scores_gemma":[0.04124285,0.003997936,0.9379074,0.0005149327,0.000150054,0.00000101424,0.0002793152,0.0007885013,0.0006917798,0.0008812429,0.01340244,0.0001425315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922502,0.00005788992,0.0001222321,0.003444334,0.0004922011,0.003193309,0.000008851498,0.00001447161,0.0004165044],"genre_scores_gemma":[0.9975458,0.00006944525,0.0001366662,0.0005503366,0.0001223537,0.0002725455,0.00001491881,0.000008308525,0.001279611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07807067,"threshold_uncertainty_score":0.2854958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005287065148518,"score_gpt":0.4412644428190786,"score_spread":0.3612115721675934,"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."}}