{"id":"W3179877407","doi":"10.14740/jmc3716","title":"Diagnosing Disseminated Nocardiosis in a Patient With COVID-19 Pneumonia","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Nocardia; Bronchoscopy; Chest radiograph; Lung; Pulmonology; Radiology; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002332413,0.00009237601,0.000344314,0.0001125743,0.0000468606,0.00001388142,0.00003551163,0.00007346,0.0003854232],"category_scores_gemma":[0.002979782,0.00005730067,0.0001132281,0.0002680497,0.00006614114,0.00005269622,0.00002660527,0.0003102261,0.00000257627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852693,"about_ca_system_score_gemma":0.000885608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006455276,"about_ca_topic_score_gemma":0.00002958069,"domain_scores_codex":[0.9986237,0.00007125959,0.0003563602,0.0001037716,0.0007083512,0.000136602],"domain_scores_gemma":[0.998529,0.000576301,0.0001470142,0.00009030118,0.0001312898,0.0005260789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003006513,0.001650521,0.2448292,0.0001034531,0.0002782967,0.7134545,0.0004818875,0.00003770152,0.00015044,0.00003018551,0.0007240826,0.0379591],"study_design_scores_gemma":[0.00435623,0.002496983,0.03522278,0.001476527,0.0004297309,0.942412,0.002435367,0.00005496528,0.00244262,0.00002241243,0.008523549,0.0001268533],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891189,0.001947712,0.0003197962,0.007560118,0.0001186004,0.00007553901,0.000003024479,0.00000832413,0.0008480045],"genre_scores_gemma":[0.9979502,0.0006599766,0.0003471368,0.0009022278,0.0001040188,0.00000590281,0.000003795985,0.000009016165,0.00001771893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289575,"threshold_uncertainty_score":0.4220113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197430009936408,"score_gpt":0.3314603556612903,"score_spread":0.3094860555619262,"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."}}