{"id":"W3123705163","doi":"10.14740/jmc3637","title":"Rhinocerebral Mucormycosis and COVID-19 Pneumonia","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mucormycosis; Medicine; Diabetic ketoacidosis; Pneumonia; Hydroxychloroquine; Diabetes mellitus; Dermatology; Opportunistic infection; Surgery; Pediatrics; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Disease; Internal medicine; Immunology; Viral disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000840804,0.00009008353,0.0003805846,0.00005593628,0.00006709991,0.00002177455,0.00007609005,0.0001300116,0.002298102],"category_scores_gemma":[0.01275543,0.00006244198,0.0001468714,0.000129447,0.0001725966,0.00007909462,0.00005044436,0.0004305734,0.000006420754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008122016,"about_ca_system_score_gemma":0.001682849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003384853,"about_ca_topic_score_gemma":0.00009698117,"domain_scores_codex":[0.9980921,0.0000849569,0.0004276991,0.0001342495,0.001096554,0.0001644544],"domain_scores_gemma":[0.9978371,0.0005250983,0.0001313485,0.0001373821,0.0002125637,0.001156544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001091128,0.000749441,0.8097794,0.0008187314,0.0002290297,0.08544462,0.0004967815,8.742207e-7,0.004131145,0.000750749,0.06766292,0.02884515],"study_design_scores_gemma":[0.008756545,0.002325374,0.6796085,0.001116387,0.0007115495,0.1427825,0.005587521,0.0002769221,0.003955992,0.001394748,0.153098,0.0003859461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581515,0.005310199,0.0004363317,0.0354838,0.0001606741,0.00003738331,0.000005226978,0.000009255001,0.0004056875],"genre_scores_gemma":[0.9886524,0.002118409,0.0003624798,0.008050829,0.0003766253,4.323996e-7,0.000002430422,0.000007216819,0.0004291527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301709,"threshold_uncertainty_score":0.998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463439314427239,"score_gpt":0.3604752723560368,"score_spread":0.3141313409133129,"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."}}