{"id":"W1984345139","doi":"10.1186/cc5270","title":"Candida airway colonization is associated with worse outcomes","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital; Hôpital de l'Enfant-Jésus","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Colonization; Airway; Ventilator-associated pneumonia; Pneumonia; Candida infections; Intensive care medicine; Clinical significance; Internal medicine; Microbiology; Surgery; Biology; Dermatology; Antifungal","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003524806,0.0002363412,0.0003828827,0.0004303011,0.0004383144,0.0005541832,0.0001488168,0.0006070504,0.002446243],"category_scores_gemma":[0.003665364,0.0001117571,0.0003069797,0.0004816481,0.0004087751,0.0004238189,0.0004412504,0.0009293291,0.0002125557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924521,"about_ca_system_score_gemma":0.000300088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047098,"about_ca_topic_score_gemma":0.001127578,"domain_scores_codex":[0.9994973,0.0001447469,0.00005009584,0.00007617563,0.0001001197,0.0001315908],"domain_scores_gemma":[0.9973606,0.0005936444,0.001204759,0.00008670136,0.0002221749,0.0005320314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001661329,0.0000455977,0.9953862,0.00001719193,0.00003767028,0.0005958705,0.00004488255,0.00005460688,0.0005165046,0.00002574944,0.0001322889,0.002977336],"study_design_scores_gemma":[0.000008646198,0.0002068626,0.9960817,0.00001620732,0.00003448812,0.002771273,0.0001502395,0.000198648,0.0001572867,0.0001222263,0.0002440559,0.000008494359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981657,0.0005865129,0.00009486153,0.0001745085,0.00001157918,0.00000528369,0.00005848748,0.000004896201,0.0008982089],"genre_scores_gemma":[0.9995535,0.0001584041,0.00004839285,0.00005045674,0.00002971873,0.0000032493,0.00007413937,0.00000132184,0.00008094244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446243,"threshold_uncertainty_score":0.008183479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918718214102429,"score_gpt":0.3317373100570084,"score_spread":0.3125501279159841,"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."}}