{"id":"W2093610751","doi":"10.1378/chest.14-3169","title":"Pressure-Controlled vs Volume-Controlled Ventilation in Acute Respiratory Failure","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Generalizability theory; Mechanical ventilation; Intensive care medicine; Respiratory minute volume; Work of breathing; Cardiology; Anesthesia; Internal medicine; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003524045,0.0008056102,0.006711201,0.001057758,0.0001343951,0.00017944,0.0004155948,0.001037634,0.0008223596],"category_scores_gemma":[0.0004612647,0.0005647767,0.001904251,0.0004547181,0.00006191603,0.0003010228,0.00007427891,0.002319922,0.0003139484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206541,"about_ca_system_score_gemma":0.003270343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001510462,"about_ca_topic_score_gemma":0.000006021664,"domain_scores_codex":[0.9947476,0.0005808446,0.002409005,0.0005597378,0.000990243,0.0007125079],"domain_scores_gemma":[0.9962141,0.00009805077,0.001823644,0.0006486889,0.0004642493,0.0007512566],"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":[0.0118254,0.0006774215,0.0005116562,0.01496891,0.006183076,0.005080161,0.0003190147,0.000006533951,0.00008736658,0.00005170928,0.06118385,0.8991049],"study_design_scores_gemma":[0.03313877,0.0006056039,0.00005438539,0.006495537,0.00889773,0.001039766,0.00002642394,0.00003118826,0.000003659859,0.0000498957,0.949223,0.0004339768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008968571,0.9937493,0.0001786074,0.0001046845,0.001275469,0.003480465,0.00001948205,0.00005981273,0.001042553],"genre_scores_gemma":[0.00007226248,0.981997,0.000610681,0.0002952096,0.002824291,0.000393201,0.00007074831,0.0001852935,0.01355138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8986709,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402662325047553,"score_gpt":0.3461689377590577,"score_spread":0.2921423145085821,"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."}}