{"id":"W4362604309","doi":"10.1007/s12311-023-01547-z","title":"Consensus Recommendations for Clinical Outcome Assessments and Registry Development in Ataxias: Ataxia Global Initiative (AGI) Working Group Expert Guidance","year":2023,"lang":"en","type":"review","venue":"The Cerebellum","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Rheinische Friedrich-Wilhelms-Universität Bonn; National Institute of Neurological Disorders and Stroke; Academy of Medical Sciences; Wellcome Trust","keywords":"Clinical trial; Observational study; Standardization; Ataxia; Outcome (game theory); Medicine; Rating scale; Psychology; Medical physics; Computer science; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2167394,0.002847619,0.005697103,0.01186028,0.002553753,0.009401769,0.0166775,0.01957184,0.01955823],"category_scores_gemma":[0.332461,0.002639276,0.0155237,0.01005929,0.003206768,0.007857298,0.009497382,0.0162527,0.02073148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009040557,"about_ca_system_score_gemma":0.07220101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02548824,"about_ca_topic_score_gemma":0.02130296,"domain_scores_codex":[0.8546474,0.08710558,0.02999888,0.005244141,0.01849829,0.004505659],"domain_scores_gemma":[0.5801569,0.1660915,0.02570367,0.01881656,0.1939587,0.01527271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002870179,0.0002485359,0.001030532,0.009913385,0.0004133921,0.000201785,0.0007940372,0.001188831,0.0003062062,0.009833579,0.7561753,0.2196073],"study_design_scores_gemma":[0.001441153,0.0002484758,0.004183932,0.09042382,0.001269433,0.0004074317,0.0009003012,0.001824169,0.0007463411,0.03814389,0.8600987,0.0003122992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002301117,0.09007455,0.1596248,0.5986688,0.03290154,0.02870777,0.03116092,0.005261225,0.05129931],"genre_scores_gemma":[0.01085145,0.07247498,0.6194326,0.1421529,0.008663515,0.06463587,0.05966105,0.001696596,0.0204311],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2167394,"threshold_uncertainty_score":0.9658998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5095262194548659,"score_gpt":0.508307194842877,"score_spread":0.001219024611988861,"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."}}