{"id":"W4403703341","doi":"10.1097/mcc.0000000000001225","title":"Does patient-ventilator asynchrony really matter?","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Intensive care medicine; Sedation; Ventilation (architecture); Observational study; Internal medicine; Anesthesia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001194705,0.0005824244,0.001630621,0.0004210941,0.00004441776,0.00008625983,0.0001975221,0.0004565553,0.001371753],"category_scores_gemma":[0.0001396621,0.0003355631,0.0008114268,0.0003352868,0.00010276,0.00008005596,0.0002024594,0.001157103,0.001667503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648881,"about_ca_system_score_gemma":0.0006592556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002287086,"about_ca_topic_score_gemma":8.58062e-7,"domain_scores_codex":[0.9968588,0.0001173382,0.00105739,0.0008744556,0.0005489958,0.0005430253],"domain_scores_gemma":[0.9986457,0.00009535296,0.00008546373,0.0006037554,0.0001723922,0.0003973769],"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":[0.000007300227,0.00009344358,0.00006565604,0.2852543,0.00002381124,0.00005774772,0.0001281824,4.394441e-9,1.299042e-7,0.000905171,0.01250301,0.7009613],"study_design_scores_gemma":[0.0001628938,0.0002058681,0.000005678838,0.09346968,0.0005981811,0.00004346179,0.0002324805,8.921137e-7,0.000001583835,0.0002045774,0.9047092,0.0003655293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003917229,0.968791,0.0000260553,0.0001194319,0.02864857,0.001106222,0.0004128685,0.0001022297,0.0007897103],"genre_scores_gemma":[0.00009186633,0.9963187,0.00008715782,0.00006615854,0.001684243,0.0004012114,0.001061633,0.0001219347,0.0001670996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8922061,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618314330377758,"score_gpt":0.4818043421789836,"score_spread":0.3199729091412078,"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."}}