{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003237317,0.0002890207,0.0003504784,0.0004328888,0.0003841294,0.00003262703,0.00004892629,0.00007602805,0.0002378734],"category_scores_gemma":[0.000008353625,0.0002663514,0.0000982147,0.0006079814,0.00006657725,0.0002139163,0.000009031596,0.0004428108,0.000002626771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420902,"about_ca_system_score_gemma":0.0002410219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261918,"about_ca_topic_score_gemma":0.001172278,"domain_scores_codex":[0.9980757,0.0002595426,0.0003688858,0.0004920361,0.0004272538,0.0003765634],"domain_scores_gemma":[0.9992788,0.0001059012,0.00009261568,0.0001942094,0.00004795,0.0002805342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004063005,0.0004299349,0.9870046,0.0007360462,0.0001337409,0.0005925199,0.0008662451,0.004187522,0.0005309318,0.0002378958,0.00002487093,0.001192687],"study_design_scores_gemma":[0.00680555,0.0007190044,0.9818087,0.0003001727,0.001005234,0.0007545422,0.00001565339,0.007846565,0.0001191281,0.000042333,0.0002615041,0.0003216524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801772,0.0006528622,0.01661829,0.000253878,0.0004283396,0.001162927,0.0002405835,0.0002370298,0.0002288905],"genre_scores_gemma":[0.9970957,0.001147803,0.0001064638,0.000239347,0.00009310033,0.0003577147,0.0008059106,0.00004759718,0.000106368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169185,"threshold_uncertainty_score":0.9999788,"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."}}