{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930161,0.0003264638,0.0005028843,0.0002993551,0.0003817644,0.0007693934,0.0003294949,0.0004253952,0.000724957],"category_scores_gemma":[0.005922804,0.0001282883,0.00094126,0.0004082289,0.0004141605,0.0002862042,0.0003876621,0.0006454862,0.00005802312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930914,"about_ca_system_score_gemma":0.001646604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009004433,"about_ca_topic_score_gemma":0.01361979,"domain_scores_codex":[0.9990864,0.0003651621,0.00008323257,0.0001088668,0.0002227808,0.0001334828],"domain_scores_gemma":[0.996556,0.001216902,0.001307866,0.0001303833,0.0002984522,0.000490419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0050041,0.00009241257,0.9868427,0.0001726109,0.000396001,0.00007991282,0.00002985979,0.0002664645,0.0003405795,0.0000368496,0.0002277669,0.006510751],"study_design_scores_gemma":[0.0002463311,0.001690292,0.9960747,0.00009390653,0.0003797957,0.0002629299,0.00008274965,0.0006970496,0.0001552546,0.00006851791,0.0002375585,0.0000108103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975201,0.001721726,0.00006406584,0.0001308921,0.00001417239,0.00002165199,0.0001186733,0.000002185007,0.000406472],"genre_scores_gemma":[0.9994527,0.0002343582,0.00007037776,0.0000525526,0.0000143898,0.000008310597,0.0001476927,7.704888e-7,0.0000189624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009004433,"threshold_uncertainty_score":0.01790404,"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."}}