{"id":"W4309159066","doi":"10.1111/tid.13986","title":"Fungal infection and colonization in lung transplant recipients with chronic lung allograft dysfunction","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Incidence (geometry); Cumulative incidence; Colonization; Internal medicine; Transplantation; Risk factor; Lung; Proportional hazards model; Biology","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":[0.0005331333,0.000180203,0.0001930439,0.0004527222,0.0003059466,0.0004912429,0.000170665,0.0001919279,0.001239653],"category_scores_gemma":[0.001560397,0.0001026532,0.0001893576,0.0004211154,0.0002482772,0.0002871003,0.000370917,0.0003139632,0.0001101019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290121,"about_ca_system_score_gemma":0.0004348997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002651297,"about_ca_topic_score_gemma":0.00374133,"domain_scores_codex":[0.9996845,0.00005665074,0.00003677569,0.00004622411,0.00009123973,0.00008456808],"domain_scores_gemma":[0.9982716,0.0002941406,0.001007857,0.00004698272,0.0001051916,0.0002741833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004182112,0.000009149231,0.9988071,0.000007914096,0.000004164136,0.0001244186,0.00002494254,0.00001636489,0.0001366255,0.000004815512,0.00002057449,0.0008020818],"study_design_scores_gemma":[0.000002563956,0.0000942465,0.9984013,0.00001079879,0.000008275832,0.0010603,0.0001169148,0.0001354043,0.00008127803,0.00001051608,0.00007700793,0.000001439774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992642,0.0003970228,0.000044946,0.00002308123,0.000001972531,0.000003616946,0.00006906309,0.000001848141,0.0001941257],"genre_scores_gemma":[0.9997148,0.0001362953,0.0000364616,0.000007304334,0.00000455878,0.000001571647,0.00007320586,3.641458e-7,0.00002553507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002651297,"threshold_uncertainty_score":0.005271673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654525325709228,"score_gpt":0.2578317143350164,"score_spread":0.2491771890093072,"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."}}