{"id":"W4385225825","doi":"10.3988/jcn.2022.0403","title":"Development and Validation of the Korean Version of the Edinburgh Cognitive and Behavioral Amyotrophic Lateral Sclerosis Screen (ECAS-K)","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Amyotrophic lateral sclerosis; Cognition; Psychology; Medicine; Neuroscience; Clinical psychology; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264097,0.00009741673,0.0004751451,0.00009799896,0.00007736019,0.000007332717,0.0001664477,0.0001662058,0.00004410593],"category_scores_gemma":[0.0007856511,0.00005041448,0.0001644264,0.0002549026,0.0005865644,0.00006838801,0.0003285852,0.0006687863,0.000001384106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008949421,"about_ca_system_score_gemma":0.000150981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006545,"about_ca_topic_score_gemma":0.000004397077,"domain_scores_codex":[0.9977812,0.0003785799,0.0009890018,0.0001573874,0.0005125641,0.0001812297],"domain_scores_gemma":[0.9982255,0.0005887469,0.0006039619,0.0001455856,0.0003066894,0.0001295117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002346216,0.0002084364,0.9705608,0.00002446377,0.00009801762,0.00002913379,0.0002857816,0.000007447113,0.01363598,0.00000821521,0.0005081469,0.01228739],"study_design_scores_gemma":[0.002567406,0.001616857,0.9915799,0.0001803156,0.0001333169,0.00007341172,0.00002518576,0.00008247134,0.003430287,0.00007319664,0.000197766,0.00003984647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928935,0.0000258448,0.000002031768,0.006529607,0.0003018147,0.0002058971,0.000007117179,0.000004185313,0.00003003016],"genre_scores_gemma":[0.9989958,0.0003069892,0.00007867421,0.0004083947,0.0001415459,0.000001318406,0.000001975741,0.00001030776,0.00005493607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02101916,"threshold_uncertainty_score":0.2905581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419779850738824,"score_gpt":0.3962553753271232,"score_spread":0.2542773902532408,"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."}}