{"id":"W2013628062","doi":"10.1097/ccm.0b013e318218a4d9","title":"Subglottic secretion drainage for the prevention of ventilator-associated pneumonia: A systematic review and meta-analysis*","year":2011,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Ventilator-associated pneumonia; Pneumonia; Confidence interval; Randomized controlled trial; Intensive care unit; Meta-analysis; Relative risk; Surgery; Intensive care 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"],"consensus_categories":[],"category_scores_codex":[0.002117861,0.0004995361,0.009931738,0.0003503487,0.000140588,0.00001227651,0.0002114787,0.000359935,0.0003695054],"category_scores_gemma":[0.009258357,0.0002574671,0.003254941,0.001094114,0.0005554808,0.0000464379,0.00007206409,0.0004965491,0.000006560039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997483,"about_ca_system_score_gemma":0.0001428168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002927069,"about_ca_topic_score_gemma":0.00001955308,"domain_scores_codex":[0.9961876,0.0007383883,0.001850189,0.0004942025,0.0004325202,0.0002970445],"domain_scores_gemma":[0.9944028,0.002773227,0.00069106,0.0009406208,0.001019219,0.0001730302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000004112438,0.00007051188,5.782391e-7,0.9345286,0.06146397,0.000005809528,0.0001015265,1.179953e-8,6.508138e-7,0.002784754,0.0002115963,0.0008278881],"study_design_scores_gemma":[0.000207962,0.0005656954,0.000002042379,0.1140539,0.8729263,0.00007689316,0.0001416123,0.000001783339,8.179236e-7,0.0002913352,0.01156991,0.0001617432],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.02916e-7,0.9893149,0.001102125,0.0006058688,0.000173971,0.008324167,0.0001065128,0.00004977603,0.00032219],"genre_scores_gemma":[0.001637049,0.994551,0.00006802872,0.0002622433,0.0001053001,0.002633667,0.0003583278,0.00006224358,0.0003221377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8204747,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149435803887876,"score_gpt":0.4358411805576392,"score_spread":0.2864053766697632,"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."}}