{"id":"W4414350322","doi":"10.1177/19433654251376992","title":"Asynchrony: Clinical Relevance, Detection, and Resolution","year":2025,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Asynchrony (computer programming); Context (archaeology); Respiratory physiology; Harm; Stressor; Resolution (logic); Respiratory system","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":[0.000244671,0.0000917832,0.0002104384,0.00007513361,0.0001236026,0.0000135694,0.00004267324,0.0001161711,0.00001373458],"category_scores_gemma":[0.0004606734,0.00008137793,0.00009946831,0.0001844695,0.0001385217,0.0000511587,0.00002682395,0.0002143554,0.00001262132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004759913,"about_ca_system_score_gemma":0.0001101869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002603908,"about_ca_topic_score_gemma":0.0000212659,"domain_scores_codex":[0.9990742,0.0001157782,0.0002760157,0.0002847194,0.0001270566,0.0001221912],"domain_scores_gemma":[0.9993511,0.0001277375,0.00004500993,0.0003056157,0.0001013458,0.00006922102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005983124,0.0001182711,0.09126066,0.001251958,0.0002133346,0.00005743028,0.0002970658,0.000003713187,0.009520235,0.001825141,0.01015559,0.8846983],"study_design_scores_gemma":[0.001386101,0.0003448349,0.4196029,0.0002074519,0.0001204207,0.000009316089,0.0002721527,0.00001010151,0.007481497,0.0001132945,0.5703592,0.00009268734],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640724,0.01845769,0.0007522306,0.0002734319,0.0006179482,0.0003576089,0.000004718112,0.0001366385,0.01532734],"genre_scores_gemma":[0.9967337,0.00017892,0.0001614376,0.002421358,0.0001675436,0.00002010602,0.000002246035,0.000008745461,0.0003058885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8846056,"threshold_uncertainty_score":0.3318496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614812708113447,"score_gpt":0.3329978996110981,"score_spread":0.3068497725299636,"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."}}