{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039504,0.0009120383,0.001492534,0.002113231,0.0006273886,0.003017728,0.0009546526,0.00153036,0.002120767],"category_scores_gemma":[0.01688695,0.0002793302,0.0006415332,0.001319555,0.001263864,0.002398877,0.00135655,0.002283364,0.0005366215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157073,"about_ca_system_score_gemma":0.002462668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915591,"about_ca_topic_score_gemma":0.002367737,"domain_scores_codex":[0.997674,0.0006706263,0.0005440969,0.0002934517,0.0006229951,0.00019485],"domain_scores_gemma":[0.9931561,0.003178153,0.001482862,0.0001503503,0.00155481,0.00047762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000881705,0.0002525132,0.153207,0.006341368,0.0002818012,0.007327878,0.001353636,0.001007251,0.003887698,0.006946843,0.01616175,0.8023505],"study_design_scores_gemma":[0.0004511119,0.002221798,0.5460069,0.02926989,0.001941041,0.1138453,0.009447134,0.01287436,0.008327567,0.05373732,0.2211777,0.0006998582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07951678,0.8346282,0.0269406,0.02500937,0.002929518,0.0006184654,0.0007531178,0.0003223578,0.02928156],"genre_scores_gemma":[0.6009777,0.3635111,0.02140245,0.002450374,0.008060312,0.0003758988,0.0008419969,0.00006956796,0.002310704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0039504,"threshold_uncertainty_score":0.02089196,"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."}}