{"id":"W2341380983","doi":"10.1097/tp.0000000000000743","title":"The Effectiveness of Culture-Directed Preemptive Anti-Aspergillus Treatment in Lung Transplant Recipients at One Year After Transplant","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Hazard ratio; Medicine; Aspergillosis; Odds ratio; Lung transplantation; Internal medicine; Confidence interval; Proportional hazards model; Aspergillus; Transplantation; Surgery; Risk factor; Gastroenterology; Biology; Immunology; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543896,0.000250687,0.0004756099,0.0003234846,0.0002640955,0.0005142164,0.0003521712,0.0003800035,0.0006835734],"category_scores_gemma":[0.005305296,0.00009705727,0.0007765401,0.0001740707,0.0002630547,0.0003670342,0.0002633832,0.0006694063,0.00009432327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918677,"about_ca_system_score_gemma":0.0004429252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007103413,"about_ca_topic_score_gemma":0.000835417,"domain_scores_codex":[0.9994049,0.0002148673,0.00004322685,0.00006678735,0.000120341,0.0001498049],"domain_scores_gemma":[0.9962605,0.001559464,0.00136948,0.00009795863,0.0001461587,0.0005664061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007816061,0.0009153776,0.9465246,0.0001376232,0.0003174267,0.0006379295,0.0001391817,0.001433406,0.001994258,0.00006799107,0.0002407648,0.03977532],"study_design_scores_gemma":[0.0002577931,0.01115081,0.9816522,0.00006533277,0.0003807636,0.001569825,0.0001562172,0.00263831,0.00168813,0.00009465715,0.000325346,0.00002065546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984416,0.001253349,0.00008214365,0.00005385602,0.000009452788,0.000003755988,0.00002144757,0.000003355783,0.0001310762],"genre_scores_gemma":[0.9997011,0.0001735697,0.00003157161,0.00001672748,0.00001357457,0.000002525234,0.00003821816,4.708236e-7,0.00002217074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543896,"threshold_uncertainty_score":0.008165002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410339258005703,"score_gpt":0.3056636004286844,"score_spread":0.2815602078486273,"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."}}