{"id":"W4403893694","doi":"10.1002/mus.28282","title":"Longitudinal relationships between free‐living activities, fatigue, and symptom severity in myasthenia gravis using cohort and individualized models","year":2024,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Running Injury Clinic; Hotchkiss Brain Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Calgary","keywords":"Medicine; Cohort; Evening; Cohort study; Actigraphy; Physical therapy; Population; Longitudinal study; Sleep (system call); Physical activity; Activities of daily living; Generalized estimating equation; Internal medicine; Circadian rhythm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0195775,0.001295663,0.0009492394,0.001215876,0.0008774821,0.001853987,0.001598702,0.001140896,0.00225192],"category_scores_gemma":[0.01776361,0.0007554917,0.003670894,0.001002232,0.0007113453,0.000991744,0.001812804,0.002021315,0.0003539177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032265,"about_ca_system_score_gemma":0.0014051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03670417,"about_ca_topic_score_gemma":0.02161537,"domain_scores_codex":[0.9943022,0.003823859,0.0001945208,0.0009685921,0.0002764066,0.0004344519],"domain_scores_gemma":[0.983143,0.01099232,0.002013905,0.002363519,0.0007425268,0.0007445825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171187,0.0003309791,0.9727117,0.00004343328,0.002418997,0.0001887574,0.0006357861,0.01426997,0.0001680842,0.0005488718,0.0007414685,0.006770872],"study_design_scores_gemma":[0.0002797704,0.002369046,0.5434901,0.0001384909,0.002790476,0.0004541113,0.001510897,0.4434715,0.0003343241,0.003078711,0.001944751,0.0001378961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909026,0.0003328425,0.007369182,0.0002344785,0.00006589022,0.0001082968,0.0005685574,0.0000662969,0.0003518227],"genre_scores_gemma":[0.9946688,0.0001611362,0.003479719,0.00004515307,0.0000252002,0.0001878053,0.0008033169,0.00001428181,0.0006145993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03670417,"threshold_uncertainty_score":0.1035369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08074794450769604,"score_gpt":0.3050805644606733,"score_spread":0.2243326199529772,"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."}}