{"id":"W3170623892","doi":"10.1016/s2666-5247(21)00148-8","title":"Mucormycosis: time to address this deadly fungal infection","year":2021,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mucormycosis; Outbreak; Medicine; Incidence (geometry); Disease; Zygomycosis; Epidemiology; Intensive care medicine; Dermatology; Surgery; Internal medicine; Pathology; Antifungal; Amphotericin B","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003414931,0.0001262865,0.0003350501,0.00002853808,0.0001277461,0.00003583136,0.0001070291,0.00007565905,0.00370344],"category_scores_gemma":[0.0002118163,0.00008740997,0.0001129524,0.0002807016,0.0000491383,0.00005382127,0.0001026966,0.0002575941,0.003855091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008197613,"about_ca_system_score_gemma":0.000114834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006828029,"about_ca_topic_score_gemma":0.0001362615,"domain_scores_codex":[0.9989821,0.00008792429,0.0001770535,0.0002691863,0.0001667073,0.0003169742],"domain_scores_gemma":[0.9990174,0.0000661166,0.00003857587,0.0006161953,0.0001649931,0.00009669521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00053224,0.0001676699,0.07694706,0.0001312308,0.0001020764,0.00009049828,0.0004771542,0.000003814582,0.5958913,0.0001320985,0.3192428,0.006282068],"study_design_scores_gemma":[0.001187644,0.0001608884,0.432329,0.0002815787,0.0001611483,0.00018884,0.00006495995,0.00003128675,0.1266181,0.00009804161,0.4386415,0.0002369946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528643,0.0008029675,0.0001404638,0.00773078,0.000150726,0.0002910163,0.00003212372,0.0001262488,0.03786138],"genre_scores_gemma":[0.9482108,0.0001564121,0.0004556321,0.009749599,0.0007282637,0.00001906727,0.00003421958,0.00002284881,0.04062311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692732,"threshold_uncertainty_score":0.9972073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586172913326033,"score_gpt":0.289117528661446,"score_spread":0.2632557995281857,"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."}}