{"id":"W2766683794","doi":"10.1212/wnl.0000000000004676","title":"Myasthenia Gravis Impairment Index","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network","funders":"American Brain Foundation","keywords":"Myasthenia gravis; Prednisone; Medicine; Analysis of covariance; Internal medicine; Gastroenterology; Statistics; Mathematics","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":[0.0001056115,0.0001275871,0.0002577019,0.00006280117,0.000215736,0.00003032505,0.0002155121,0.0001208021,0.0004085757],"category_scores_gemma":[0.00005040059,0.0001025699,0.00009430023,0.00002224762,0.0001487993,0.00004097094,0.0001168444,0.0002583764,0.0002849782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007053828,"about_ca_system_score_gemma":0.00003458429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001546483,"about_ca_topic_score_gemma":0.00003660325,"domain_scores_codex":[0.9990883,0.00003206894,0.0001600668,0.000275258,0.0001448456,0.0002994086],"domain_scores_gemma":[0.9988271,0.00001904787,0.0001063538,0.0008584513,0.00003938701,0.0001496792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002025312,0.0003372428,0.9619591,0.00003272858,0.00007111735,0.001360236,0.0001638682,0.000001332112,0.003287637,0.004825051,0.003245326,0.022691],"study_design_scores_gemma":[0.001662257,0.001971317,0.9088101,0.00000543829,0.00002963321,0.0006004758,0.000001608431,0.0001548383,0.000197698,0.001335753,0.08514895,0.00008196894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975269,0.00003287096,0.00003816162,0.01285957,0.00038904,0.0002012631,0.000003185401,0.00005437868,0.0111525],"genre_scores_gemma":[0.9947169,0.00001566377,0.00005966385,0.00404057,0.0002607994,0.00001550572,0.000004177589,0.00002257348,0.0008641323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08190363,"threshold_uncertainty_score":0.4473617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488857370439047,"score_gpt":0.2817513212526139,"score_spread":0.2668627475482235,"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."}}