{"id":"W4410381028","doi":"10.3389/fneur.2025.1586031","title":"Mortality risk in patients with myasthenia gravis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Myasthenia gravis; Medicine; Intensive care medicine; 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":[0.0002663735,0.0001543307,0.0002464327,0.0006341236,0.0002597604,0.0003816081,0.000144783,0.0002855854,0.001649944],"category_scores_gemma":[0.001312178,0.0000891984,0.0002165738,0.0005447351,0.0001578945,0.0002189933,0.0002972256,0.000296834,0.0001568914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172793,"about_ca_system_score_gemma":0.0001208423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009972821,"about_ca_topic_score_gemma":0.0008317429,"domain_scores_codex":[0.9997907,0.00005161039,0.0000230771,0.00005576987,0.00003312237,0.00004560281],"domain_scores_gemma":[0.999357,0.0001173248,0.0003576289,0.00002222923,0.00003700041,0.0001087684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004686278,0.000003861662,0.9988237,0.000006556647,0.00001601744,0.00009439839,0.0000222934,0.00002282196,0.000064387,0.00001029848,0.00005136171,0.0008375278],"study_design_scores_gemma":[0.00000325845,0.0000541791,0.9987832,0.000006116285,0.000008958681,0.0008421692,0.00006533734,0.0000833393,0.00003366056,0.00003453427,0.00008368024,0.000001637686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986934,0.0005820057,0.00004919738,0.00008017359,0.000006178922,0.000002272669,0.0002566377,0.000004889203,0.0003252054],"genre_scores_gemma":[0.9996173,0.0001096401,0.00002253788,0.0000121091,0.00001345523,0.00000200394,0.0001802925,4.987874e-7,0.00004207295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001649944,"threshold_uncertainty_score":0.005519629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003404371189439061,"score_gpt":0.2208881935329885,"score_spread":0.2174838223435494,"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."}}