{"id":"W2131142468","doi":"10.1002/mus.10538","title":"Prediction of aspiration in myasthenia gravis","year":2003,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Myasthenia gravis; Dysphagia; Medicine; Neurology; Physical therapy; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002623055,0.00009047404,0.0001989607,0.0001263454,0.00002188928,0.000006122095,0.00003598385,0.00007444531,0.0002279637],"category_scores_gemma":[0.00007002248,0.00008013899,0.00007179654,0.0002565468,0.00002389101,0.00006347775,0.000007902371,0.0001079875,0.00002004428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003677975,"about_ca_system_score_gemma":0.00004288762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153843,"about_ca_topic_score_gemma":0.00003794936,"domain_scores_codex":[0.999138,0.00005711104,0.0002982635,0.0001661118,0.0001879984,0.0001525226],"domain_scores_gemma":[0.9995653,0.00001617187,0.00007299011,0.0002229137,0.00006123543,0.00006139977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326028,0.001544162,0.5405483,0.0003673258,0.00008407257,0.000152567,0.00329276,0.00008460036,0.2485991,0.05005947,0.00134717,0.1535944],"study_design_scores_gemma":[0.002484855,0.0009722494,0.9638214,0.0001342773,0.00004325375,0.00003576776,0.0001833596,0.0004133316,0.01153752,0.001588143,0.01868179,0.0001041119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902155,0.0001454752,0.0001799297,0.0001152412,0.0001190313,0.0002348513,0.000009647724,0.00002708858,0.008953189],"genre_scores_gemma":[0.9989917,0.000005367917,0.0004552793,0.00007726764,0.00004998401,0.00001546878,0.00002418411,0.00001492081,0.0003658233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423273,"threshold_uncertainty_score":0.3267973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032062911078899,"score_gpt":0.2455005818039905,"score_spread":0.2134376707250915,"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."}}