{"id":"W2221043122","doi":"10.1155/2011/827692","title":"Impact of <i>Candida</i> Species on Clinical Outcomes in Patients with Suspected Ventilator‐Associated Pneumonia","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Clinical Evaluation Research Unit; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Kingston General Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Ventilator-associated pneumonia; Pneumonia; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000452623,0.0001914812,0.0005317553,0.0007023535,0.000107751,0.0000199544,0.0001357809,0.0001713511,0.0006522655],"category_scores_gemma":[0.0005126912,0.0001421,0.0002645098,0.0004077329,0.0001695581,0.00009414262,0.00001108899,0.0008149866,0.00002313586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380035,"about_ca_system_score_gemma":0.001751008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624689,"about_ca_topic_score_gemma":0.0494186,"domain_scores_codex":[0.9982818,0.0001272193,0.0006851027,0.0001826983,0.0003016569,0.0004215426],"domain_scores_gemma":[0.9981706,0.00007537357,0.0003378105,0.0002901283,0.0003565649,0.0007695886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692157,0.0005101684,0.9960923,0.000002756863,0.0002862134,0.0002025667,0.00008644228,0.000002917896,0.00006532294,0.00003690929,0.002124572,0.0002206294],"study_design_scores_gemma":[0.003673499,0.003862213,0.9913092,0.0001259093,0.00005844582,0.00001263874,0.00002006671,2.207256e-7,0.00009511877,0.00002734239,0.0006794772,0.0001358648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951698,0.00002051659,6.224094e-7,0.00002390385,0.0003705836,0.0002718556,0.00004655147,0.00001465475,0.004081505],"genre_scores_gemma":[0.9993049,0.000005566609,0.00002765245,0.000445146,0.00009891871,0.000003213785,0.000004198273,0.00003284769,0.00007757618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04317171,"threshold_uncertainty_score":0.967927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957470439673001,"score_gpt":0.3191209667979794,"score_spread":0.2695462624012494,"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."}}