{"id":"W3138445371","doi":"10.14740/jmc3679","title":"A Case of Severe COVID-19 Pneumonia Diagnosed in Bronchoscopy With Negative Repeated Nasopharyngeal Swabs","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Pneumonia; Coronavirus disease 2019 (COVID-19); Dexamethasone; Internal medicine; Bronchoscopy; Pathogen; Real-time polymerase chain reaction; Disease; Immunology; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005626185,0.002238404,0.001365819,0.002653504,0.003245618,0.001665971,0.001622712,0.006345599,0.001664036],"category_scores_gemma":[0.003889872,0.001639846,0.001488526,0.001621013,0.00226325,0.002234219,0.002302029,0.004563828,0.0007558329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158744,"about_ca_system_score_gemma":0.001146377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00354221,"about_ca_topic_score_gemma":0.004716496,"domain_scores_codex":[0.9989184,0.000139948,0.0001187886,0.0003070442,0.0001678556,0.0003478462],"domain_scores_gemma":[0.9981937,0.0004943473,0.0003531382,0.0001480138,0.0001204177,0.0006903699],"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":[0.00003268619,0.00002948497,0.006533933,0.00003019426,0.000006155662,0.9918464,0.0001690761,0.00003944479,0.000586505,0.00008195113,0.0001582769,0.0004859025],"study_design_scores_gemma":[0.000006873621,0.00005263977,0.003921545,0.00001271234,0.000009037918,0.9950758,0.0001224593,0.0001370426,0.0002397107,0.00007907766,0.0003351931,0.000008043668],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696149,0.007176375,0.005477172,0.003733826,0.0007828458,0.0003694514,0.0003711352,0.0002164711,0.01225762],"genre_scores_gemma":[0.9947121,0.001233479,0.001636983,0.0008833278,0.0006326504,0.0000313707,0.00009052447,0.00001692581,0.000762743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006345599,"threshold_uncertainty_score":0.0115177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06395551831539885,"score_gpt":0.4067653720013034,"score_spread":0.3428098536859046,"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."}}