{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005398729,0.0002951923,0.0003420767,0.0004038128,0.0001524466,0.000328982,0.0001230312,0.0003549712,0.000458907],"category_scores_gemma":[0.005415474,0.0001427514,0.0001282018,0.0001610991,0.0001795718,0.0002545723,0.000339828,0.0002991497,0.0001833867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089548,"about_ca_system_score_gemma":0.0001139915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005033603,"about_ca_topic_score_gemma":0.0008224694,"domain_scores_codex":[0.9996963,0.0001434698,0.0000398388,0.00002709406,0.00006632753,0.00002697305],"domain_scores_gemma":[0.9983816,0.0008561696,0.0003656434,0.00003972249,0.0001307244,0.0002261685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003819282,0.00006314144,0.9812893,0.00002560097,0.00002249605,0.0006022176,0.00008317583,0.0002866386,0.001472877,0.00001464661,0.0001305885,0.01562757],"study_design_scores_gemma":[0.00004792885,0.001573443,0.988005,0.00002533557,0.00003719192,0.005048078,0.0001206249,0.003451932,0.001288187,0.0001283479,0.0002553884,0.00001866105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990788,0.0004059721,0.0001666693,0.00002928969,0.000004706223,0.000008574891,0.00002034658,0.000006738589,0.0002789092],"genre_scores_gemma":[0.9994718,0.0001087141,0.0002925198,0.00001420424,0.000008025357,0.000003695572,0.00004263078,5.762138e-7,0.00005784311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005398729,"threshold_uncertainty_score":0.002855122,"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."}}