{"id":"W3215425756","doi":"10.1002/ppul.25776","title":"Surfactant protein D is a biomarker of influenza‐related pediatric lung injury","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"National Institute of Allergy and Infectious Diseases; Genentech","keywords":"Medicine; Biomarker; Pulmonary surfactant; Lung; Lung disease; Intensive care medicine; Surfactant protein A; Respiratory disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006587211,0.0002725311,0.0007019536,0.0007829595,0.0000861726,0.00001091334,0.0002371303,0.0005279561,0.00142047],"category_scores_gemma":[0.001680527,0.0002585987,0.0001871376,0.002459179,0.000116977,0.0001110113,0.0002934083,0.000798753,0.0003237315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194197,"about_ca_system_score_gemma":0.002475226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009331897,"about_ca_topic_score_gemma":0.000003902468,"domain_scores_codex":[0.9965008,0.000300124,0.001050629,0.0006570528,0.0006337836,0.0008576301],"domain_scores_gemma":[0.9975752,0.0002737742,0.0003304018,0.0007412398,0.0006266542,0.0004527192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001653332,0.0008755642,0.9120402,0.004523067,0.0001730851,0.001950492,0.0002201785,8.412924e-7,0.05502664,0.0003759981,0.002723372,0.02043724],"study_design_scores_gemma":[0.009138865,0.002521202,0.8844349,0.00010234,0.0011223,0.0007451476,0.0001372864,0.0009990559,0.04028893,0.001727686,0.0575256,0.001256669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652511,0.03090345,0.00002106526,0.001540789,0.0002368692,0.0008907456,0.00006645178,0.00009000822,0.0009995069],"genre_scores_gemma":[0.9938595,0.00323136,0.0004218897,0.0009110152,0.0003156923,0.00009384651,0.00002242133,0.00006211706,0.001082191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480224,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351948211926431,"score_gpt":0.3623770245669163,"score_spread":0.3271822033742732,"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."}}