{"id":"W4394820225","doi":"10.1097/ccm.0000000000006222","title":"Potentially Injurious Patient-Ventilator Interactions, Challenges Beyond Excess Stress and Strain*","year":2024,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Strain (injury); Stress (linguistics); 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":[0.00143434,0.0004073739,0.0006646342,0.0003133941,0.002445294,0.002165714,0.0007602941,0.01717663,0.003680631],"category_scores_gemma":[0.01510565,0.0002623006,0.0005335601,0.0002862132,0.001480379,0.002093153,0.0007555715,0.01500577,0.002106742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870247,"about_ca_system_score_gemma":0.002339074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596858,"about_ca_topic_score_gemma":0.004667422,"domain_scores_codex":[0.9983291,0.0005380904,0.0002190037,0.0002153721,0.0004121323,0.0002863231],"domain_scores_gemma":[0.9954115,0.002270217,0.0003972082,0.0001616933,0.0009923266,0.0007671039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007795769,0.0001009821,0.005664632,0.0001729524,0.00002865538,0.05107475,0.0008699892,0.0001918497,0.0006426005,0.006510305,0.9069604,0.02770491],"study_design_scores_gemma":[0.0001051611,0.0001551857,0.005203451,0.0007446257,0.00004121736,0.06402833,0.003422031,0.0008646373,0.0004335219,0.01983861,0.9051031,0.00006002881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002748406,0.00210305,0.0003152512,0.9706824,0.01647943,0.00001246765,0.00002717986,0.00002321,0.007608654],"genre_scores_gemma":[0.04150428,0.005314613,0.001323793,0.8431275,0.09215511,0.00005206379,0.00003990126,0.00003321637,0.01644964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01717663,"threshold_uncertainty_score":0.01356965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836918885603218,"score_gpt":0.3249255011639731,"score_spread":0.2965563123079409,"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."}}