{"id":"W4210664953","doi":"10.1080/21678421.2022.2030361","title":"Adaptation and norming of the Edinburgh Cognitive and behavioural amyotrophic lateral sclerosis screen (ECAS) for three language groups in South Africa","year":2022,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Cognition; Normative; Neuropsychology; Fluency; Montreal Cognitive Assessment; Audiology; Medicine; Amyotrophic lateral sclerosis; Psychology; Cognitive impairment; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005154693,0.0005518679,0.0002459539,0.001518161,0.0008399312,0.0006317716,0.0007619217,0.0003405011,0.000917685],"category_scores_gemma":[0.01458124,0.0002547889,0.0004158221,0.0008938906,0.0007483181,0.0005556472,0.001524835,0.0004527084,0.0003343984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391471,"about_ca_system_score_gemma":0.001446745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394404,"about_ca_topic_score_gemma":0.02125056,"domain_scores_codex":[0.99677,0.001164372,0.0005950506,0.0004442082,0.0008269445,0.0001994461],"domain_scores_gemma":[0.9962862,0.0006179385,0.0007350185,0.0004060815,0.001750325,0.0002043938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005108,0.0003506091,0.911997,0.0001917667,0.0001060709,0.0004797499,0.01586405,0.0008131284,0.009606627,0.0005144362,0.001496203,0.05757518],"study_design_scores_gemma":[0.00009684081,0.0005632602,0.9895778,0.00008016488,0.00001902921,0.0005290661,0.003682571,0.0005432181,0.001821907,0.0002205993,0.002842469,0.00002326388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947708,0.00008160176,0.001864003,0.00006441425,0.00001868138,0.0009606165,0.0005229447,0.00001790591,0.001698965],"genre_scores_gemma":[0.9875229,0.0001177301,0.007461453,0.00006121969,0.000007768067,0.002638944,0.001564978,0.0000180573,0.0006069258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394404,"threshold_uncertainty_score":0.02772576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07382242855022154,"score_gpt":0.2584896972856905,"score_spread":0.184667268735469,"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."}}