{"id":"W1994227098","doi":"","title":"Tongue Movements and Their\\nAcoustic Consequences in Amyotrophic\\nLateral Sclerosis","year":2012,"lang":"","type":"article","venue":"Insecta mundi","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; University of Toronto; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Dysarthria; Amyotrophic lateral sclerosis; Tongue; Kinematics; Audiology; Intelligibility (philosophy); Vowel; Speech production; Psychology; Physical medicine and rehabilitation; Medicine; Speech recognition; Disease; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005897438,0.000541137,0.0007240442,0.0003837772,0.0002105026,0.0001092063,0.0002413613,0.0003008377,0.0008795679],"category_scores_gemma":[0.0002194237,0.0004631469,0.0001318171,0.0004831626,0.0006833699,0.0006036679,0.0001654208,0.0006470237,0.0001451384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198812,"about_ca_system_score_gemma":0.0001880978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034166,"about_ca_topic_score_gemma":0.002504989,"domain_scores_codex":[0.9968321,0.0002045547,0.0007215617,0.0005344787,0.0003800152,0.001327324],"domain_scores_gemma":[0.998552,0.0002031444,0.0001845901,0.0004969829,0.00007709207,0.0004861614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216735,0.0009079439,0.9026496,0.0002494325,0.0002170603,0.00004657244,0.01070166,0.000008388261,0.07820192,0.0001286205,0.0004269908,0.006240163],"study_design_scores_gemma":[0.004397744,0.0007269292,0.9874907,0.001273172,0.0001480368,0.00008233811,0.001690501,0.0003526246,0.0007262683,0.0005308659,0.001889223,0.0006916659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793445,0.0147371,0.00003154141,0.001764775,0.001291527,0.00073263,0.00004607809,0.00004689776,0.002004962],"genre_scores_gemma":[0.9886785,0.005470232,0.00007824023,0.004763981,0.0003442075,0.00004938715,0.00002340187,0.00005878109,0.0005332609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08484105,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015764881303571,"score_gpt":0.2652840267576743,"score_spread":0.2251263779446386,"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."}}