{"id":"W3133972322","doi":"10.1097/txd.0000000000001128","title":"Risk of Lung Allograft Dysfunction Associated With Aspergillus Infection","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Aspergillus; Lung; Lung transplantation; Intensive care medicine; Immunology; Internal medicine; 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":[0.0007646643,0.0002068023,0.0002439475,0.0004473357,0.0003734165,0.0005866823,0.0003120867,0.0003846025,0.002185244],"category_scores_gemma":[0.002818737,0.0001676735,0.0003541341,0.0003904918,0.000362126,0.0003247029,0.0005092288,0.0008370728,0.0001888423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266132,"about_ca_system_score_gemma":0.0005203377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408291,"about_ca_topic_score_gemma":0.001595479,"domain_scores_codex":[0.9995,0.0001199958,0.00005017334,0.00008924291,0.00009819791,0.0001424295],"domain_scores_gemma":[0.996225,0.0006462134,0.001941406,0.0001790797,0.000227726,0.0007805746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002917277,0.00000634213,0.9991328,0.000002789302,0.000009843345,0.00008338883,0.000006453429,0.00002442323,0.0000818745,0.00001026889,0.00003251355,0.0005801842],"study_design_scores_gemma":[0.000003367861,0.00007806037,0.9969053,0.000009934812,0.00002218041,0.002073313,0.00006269738,0.0005337649,0.0001063154,0.00004796779,0.0001531048,0.000003938638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988629,0.0005150661,0.0001456665,0.00009410151,0.000008117486,0.000002801248,0.00007208686,0.000005455709,0.0002938641],"genre_scores_gemma":[0.9997485,0.00008363349,0.00004751162,0.00001488191,0.00001367389,0.000001059225,0.00005196642,9.665389e-7,0.00003769758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002185244,"threshold_uncertainty_score":0.00731039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422337471035938,"score_gpt":0.2784399832794613,"score_spread":0.264216608569102,"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."}}