{"id":"W4200432969","doi":"10.1099/acmi.0.000279","title":"Characteristics of patients with suspected COVID-19 pneumonia and repeatedly negative RT-PCR","year":2021,"lang":"en","type":"article","venue":"Access Microbiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serology; Medicine; Internal medicine; Pneumonia; Context (archaeology); Coronavirus disease 2019 (COVID-19); Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Gastroenterology; Virology; Antibody; Biology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003750857,0.0002811765,0.0004317031,0.000593846,0.0004473971,0.0004614935,0.0002301876,0.000582547,0.003188669],"category_scores_gemma":[0.002107514,0.0002277613,0.0002927679,0.0004830086,0.0003528747,0.0004719612,0.0003637709,0.0004449094,0.0005412024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991011,"about_ca_system_score_gemma":0.000261525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009732803,"about_ca_topic_score_gemma":0.0007976537,"domain_scores_codex":[0.9996884,0.00004182203,0.00005572418,0.00008361762,0.00005004754,0.00008037104],"domain_scores_gemma":[0.9988434,0.000300228,0.0004317961,0.00004524577,0.00009205673,0.0002872268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032839,0.00002650413,0.9986897,0.000005336693,0.000006845213,0.000478358,0.00004786585,0.00002083655,0.0001934216,0.000007734777,0.00005288513,0.000367246],"study_design_scores_gemma":[0.000008718052,0.0003172144,0.993962,0.000008963128,0.00001218699,0.004956672,0.0003267628,0.0001454372,0.00006042365,0.00002146428,0.0001742821,0.000005880372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989098,0.0001682996,0.00005713303,0.00003103228,0.000008403608,0.000008728026,0.0001789583,0.00000328126,0.0006342548],"genre_scores_gemma":[0.9995192,0.00004782641,0.0000344156,0.00003068036,0.00001413014,0.00001151919,0.0002036147,0.000001216767,0.000137292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003188669,"threshold_uncertainty_score":0.01066715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682334956421713,"score_gpt":0.3315979999987085,"score_spread":0.3047746504344914,"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."}}