{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06536882,0.002834142,0.01332474,0.009384918,0.0006065643,0.004374913,0.00242255,0.004941595,0.004686872],"category_scores_gemma":[0.1216389,0.001243541,0.008354708,0.007867091,0.002024033,0.004076761,0.001668928,0.005004658,0.0008758628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00463408,"about_ca_system_score_gemma":0.005857395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117332,"about_ca_topic_score_gemma":0.003125065,"domain_scores_codex":[0.9184198,0.0576159,0.01414649,0.001674455,0.007787661,0.0003556916],"domain_scores_gemma":[0.8672544,0.1173663,0.009662058,0.001806345,0.003360442,0.0005505881],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001297989,0.00009425219,0.0005188656,0.5352321,0.008619182,0.00008585508,0.0002419674,0.001030384,0.0004859133,0.01309813,0.01670172,0.4225936],"study_design_scores_gemma":[0.005938934,0.001412162,0.004638399,0.5865173,0.04209637,0.0007423349,0.0004544923,0.002073507,0.0007043319,0.02784108,0.3273517,0.0002293244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001240661,0.9962476,0.001111214,0.0009110639,0.0003951211,0.0005548991,0.00009302338,0.00001406306,0.0005490243],"genre_scores_gemma":[0.006006076,0.9671631,0.01780286,0.002730334,0.0007723623,0.004746838,0.0002496651,0.00002837364,0.00050045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9346312,"threshold_uncertainty_score":0.3457075,"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."}}