{"id":"W4385422564","doi":"10.3390/v15081655","title":"Airway Epithelial-Derived Immune Mediators in COVID-19","year":2023,"lang":"en","type":"review","venue":"Viruses","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Michael Smith Health Research BC; St. Paul's Foundation; Canadian Allergy, Asthma and Immunology Foundation","keywords":"Respiratory epithelium; Immune system; Immunology; Chemokine; Innate immune system; Epithelium; Inflammation; Pneumonia; Coronavirus; Lung; Medicine; Biology; Coronavirus disease 2019 (COVID-19); Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001964726,0.0006423825,0.004079671,0.001015163,0.0001240727,0.00003940397,0.0005733632,0.000554496,0.0005652062],"category_scores_gemma":[0.170999,0.0004581556,0.0009287472,0.001712834,0.0004764057,0.00008738266,0.0008088948,0.001390327,0.00375119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009942752,"about_ca_system_score_gemma":0.004544762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132661,"about_ca_topic_score_gemma":0.0001849099,"domain_scores_codex":[0.9950337,0.0005529181,0.001700658,0.0009262859,0.0009618668,0.0008245346],"domain_scores_gemma":[0.9703748,0.02720887,0.0004299101,0.001092618,0.0001048537,0.0007889552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533616,0.0003359171,0.0001889944,0.1406274,0.00102832,0.001454556,0.0002690898,0.000003544502,0.00003693952,0.00006613773,0.005539441,0.8502963],"study_design_scores_gemma":[0.001164394,0.0001923457,0.0000925171,0.01946815,0.0005595898,0.000002432815,0.00003728824,0.00000216962,0.00001199258,0.00008583424,0.9780065,0.0003767416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003869244,0.9950354,0.00001358146,0.001439616,0.0004964088,0.002191297,0.0002876721,0.0003741859,0.0001231678],"genre_scores_gemma":[0.00001317714,0.9941332,0.00004049495,0.003379772,0.0005939631,0.0007380403,0.00009492115,0.0001645245,0.0008418793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9724671,"threshold_uncertainty_score":0.999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2329343038189681,"score_gpt":0.521565163480846,"score_spread":0.288630859661878,"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."}}