{"id":"W2904589782","doi":"10.1186/s12931-018-0950-5","title":"Microbial dysbiosis and mortality during mechanical ventilation: a prospective observational study","year":2018,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; Public Health Ontario; Population Health Research Institute; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McMaster University","keywords":"Interquartile range; Medicine; Mechanical ventilation; Internal medicine; Dysbiosis; Intensive care; Pneumonia; Respiratory tract infections; Prospective cohort study; Intensive care medicine; Respiratory system; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001752442,0.0004205343,0.0007271975,0.0005098709,0.0007492094,0.0009587379,0.0007431206,0.0008480913,0.001036486],"category_scores_gemma":[0.003121999,0.0005533614,0.0007240025,0.001175777,0.0006545079,0.0006657632,0.0008327219,0.001125993,0.0001853641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121122,"about_ca_system_score_gemma":0.001011186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088679,"about_ca_topic_score_gemma":0.01195151,"domain_scores_codex":[0.9984242,0.0005139497,0.0001908553,0.0003653762,0.0002868604,0.0002187178],"domain_scores_gemma":[0.9967905,0.0005198624,0.001282583,0.0003370933,0.0002975035,0.0007723831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003093772,0.00005879496,0.9991351,0.00001081212,0.00008368363,0.00003193908,0.00004204816,0.00001400183,0.00009149736,0.000005175162,0.00004619193,0.0001714722],"study_design_scores_gemma":[0.00005342219,0.0004597518,0.9989076,0.00001017299,0.00005364258,0.0001069768,0.0001575034,0.0001419371,0.00002185303,0.00001004233,0.00007210933,0.000004931159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993234,0.000166512,0.00005385287,0.00002275471,0.000004660624,0.00002606592,0.000296623,0.000001315383,0.000104867],"genre_scores_gemma":[0.9994081,0.00006750284,0.00006628919,0.00003309076,0.00001060569,0.00002412062,0.0003573763,0.000001013321,0.00003192819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088679,"threshold_uncertainty_score":0.02164686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2302975378766687,"score_gpt":0.4565652378425419,"score_spread":0.2262676999658732,"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."}}