{"id":"W2095687971","doi":"10.1086/653060","title":"Mortality, Attributable Mortality, and Clinical Events as End Points for Clinical Trials of Ventilator‐Associated Pneumonia and Hospital‐Acquired Pneumonia","year":2010,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Medicine; Ventilator-associated pneumonia; Pneumonia; Intensive care medicine; Intensive care unit; Clinical trial; Mechanical ventilation; Clinical endpoint; Intensive care; Sample size determination; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0204159,0.001310534,0.01446256,0.0003816805,0.0003840623,0.000150651,0.0004775532,0.003797641,0.0001961794],"category_scores_gemma":[0.117246,0.001118168,0.007404706,0.0006339574,0.002415197,0.0002602724,0.0008515479,0.002375103,0.00006713314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125108,"about_ca_system_score_gemma":0.001996487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732245,"about_ca_topic_score_gemma":0.0001507525,"domain_scores_codex":[0.9777753,0.005471935,0.01268182,0.002293906,0.0008266543,0.0009503377],"domain_scores_gemma":[0.9579131,0.03000463,0.007150547,0.001958872,0.0009591139,0.002013718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105029,0.007959705,0.7921084,0.005511287,0.006569778,0.00005038242,0.000004846714,5.763394e-8,0.000001306513,0.0001572492,0.002851781,0.1846748],"study_design_scores_gemma":[0.008506308,0.006035768,0.6034251,0.009614893,0.05031727,0.00007498221,0.000007636617,0.00001326222,0.000002327674,0.00436577,0.3163192,0.001317499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3959182,0.5841351,0.00002321892,0.0001230863,0.007824305,0.008312305,0.003111518,0.0003531775,0.00019913],"genre_scores_gemma":[0.03253762,0.9618217,0.00004544717,0.0002991715,0.003107862,0.0006252378,0.001111167,0.000256963,0.0001948477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3776866,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3162568832815071,"score_gpt":0.5697363133013413,"score_spread":0.2534794300198343,"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."}}