{"id":"W3093968115","doi":"10.14740/jmc3587","title":"COVID-19 Pneumonia or Hypereosinophilic Syndrome?","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilic pneumonia; Hypereosinophilic syndrome; Eosinophilia; Pneumonia; Internal medicine; Gastroenterology; Pathological; Coronavirus disease 2019 (COVID-19); Pathology; Disease; Lung; Respiratory disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006072572,0.0001857483,0.0007664869,0.0001351304,0.00007942248,0.00002849068,0.0003191902,0.0002019792,0.008111193],"category_scores_gemma":[0.01531228,0.0001137738,0.0002688813,0.0003171423,0.0002041811,0.0001072308,0.00007490699,0.0006484316,0.00006244908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008202105,"about_ca_system_score_gemma":0.00246117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000351165,"about_ca_topic_score_gemma":0.000008416895,"domain_scores_codex":[0.9967912,0.00008888004,0.0007660221,0.0001921783,0.001883529,0.0002782174],"domain_scores_gemma":[0.9955224,0.0005197779,0.0002665062,0.0001693011,0.0001249836,0.003397047],"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":[0.00395002,0.001986736,0.03532486,0.002323117,0.0008510845,0.6552094,0.002174275,0.00001583108,0.001538662,0.0006349155,0.2602094,0.03578174],"study_design_scores_gemma":[0.009289909,0.01224598,0.01462776,0.0006932587,0.0005613724,0.5354905,0.002187701,0.0002536205,0.00009796841,0.0003146084,0.4238448,0.0003924343],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7501057,0.002725113,0.0001184363,0.2462546,0.0002518977,0.0001283195,0.000007675088,0.00003421801,0.000374045],"genre_scores_gemma":[0.9520464,0.001124789,0.0002667562,0.04576591,0.0005068453,0.000002008539,0.000003444232,0.00002446357,0.0002593803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019407,"threshold_uncertainty_score":0.9929821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07751282865686938,"score_gpt":0.3475171935753414,"score_spread":0.270004364918472,"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."}}