{"id":"W4244491702","doi":"10.1155/2009/759304","title":"Serum Surfactant Protein D during Acute Exacerbations of Chronic Obstructive Pulmonary Disease","year":2009,"lang":"en","type":"article","venue":"Disease Markers","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Higher Education Commission, Pakistan","keywords":"Medicine; COPD; Exacerbation; Surfactant protein D; Asymptomatic; Biomarker; Internal medicine; Gastroenterology; Immunology; Pulmonary function testing; Lung; Immune system; Innate immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001742514,0.0002137967,0.0002840361,0.0002120431,0.0001557849,0.00001369009,0.0001608105,0.00005277386,0.0004338938],"category_scores_gemma":[0.000348995,0.0002019346,0.0001749936,0.0004208072,0.0001600905,0.0001895232,0.00006505412,0.0002751777,0.0000357395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005530346,"about_ca_system_score_gemma":0.00164527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366388,"about_ca_topic_score_gemma":0.000001858416,"domain_scores_codex":[0.997772,0.0001213327,0.0003687318,0.000433724,0.0007492322,0.0005550186],"domain_scores_gemma":[0.9975098,0.00005093313,0.0001077419,0.0006243723,0.0001867271,0.001520411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09536809,0.0047583,0.3309913,0.01840221,0.001009937,0.01971016,0.0002866465,0.000272791,0.2252068,0.001989777,0.0004864765,0.3015175],"study_design_scores_gemma":[0.001118556,0.0001938849,0.994177,0.0003667361,0.0001405401,0.000006275412,0.00004121639,0.0009586337,0.001530661,0.0003340994,0.0009556437,0.0001767301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910181,0.003439646,0.00001221971,0.002111382,0.00005163477,0.001820195,0.0003552095,0.00008195835,0.001109646],"genre_scores_gemma":[0.9977917,0.0001287891,0.00007245887,0.0001541863,0.00009383024,0.0001061755,0.00006062882,0.0000323827,0.001559847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6631857,"threshold_uncertainty_score":0.8234653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599284681486192,"score_gpt":0.3122127543182621,"score_spread":0.2962199075034002,"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."}}