{"id":"W2980657723","doi":"10.13023/etd.2019.397","title":"Language Dysfunction in Motor Neuron Disease","year":2019,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Sensitivity (control systems); Motor neuron; Cognition; Psychology; Neuroscience; Medicine; Cognitive psychology; Engineering; Internal medicine","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":[0.00009398317,0.0001030924,0.0001617783,0.0002072437,0.00005432675,0.00000564429,0.0002894737,0.0000597943,0.0006491551],"category_scores_gemma":[0.0001420252,0.0001170273,0.0000866053,0.0002693321,0.0001037644,0.0001771986,0.0001262924,0.0001575002,0.0005391058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256672,"about_ca_system_score_gemma":0.00004097192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007002958,"about_ca_topic_score_gemma":0.0001163912,"domain_scores_codex":[0.9990713,0.0001386781,0.00009394716,0.0003867561,0.0001106423,0.0001986737],"domain_scores_gemma":[0.9993965,0.0001056053,0.00007878257,0.0003078243,0.00002404735,0.00008723973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004799125,0.0002915375,0.01127114,0.0001037348,0.000004038025,0.001435453,0.003997358,0.00001134317,0.9772012,0.0004030048,0.0006737319,0.004127523],"study_design_scores_gemma":[0.02114454,0.002808352,0.7261651,0.0007999794,0.0002566156,0.0002627532,0.0196573,0.007540663,0.1261399,0.001322064,0.09095263,0.002950119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917423,0.00009158758,0.00001408276,0.0002248298,0.0004381311,0.0002358278,0.00001809548,0.00006005893,0.007175156],"genre_scores_gemma":[0.9886055,0.0000336038,0.00003164099,0.0001667669,0.0000330781,1.739577e-7,0.000005639214,0.000009023393,0.0111146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8510613,"threshold_uncertainty_score":0.7107793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147045619990422,"score_gpt":0.2127716893350605,"score_spread":0.2013012331351562,"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."}}