{"id":"W2981127326","doi":"10.5588/ijtld.19.0427","title":"Blood biomarkers in chronic obstructive pulmonary disease: is there a life beyond plasma fibrinogen?","year":2019,"lang":"en","type":"letter","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Fibrinogen; Pulmonary disease; Disease; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004063697,0.0007216106,0.001898955,0.0009196938,0.003094804,0.003485113,0.001126843,0.04341924,0.003416821],"category_scores_gemma":[0.02978615,0.0006399375,0.001028866,0.0008312057,0.002571377,0.003968579,0.001450417,0.03152606,0.003534631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130082,"about_ca_system_score_gemma":0.0039561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569507,"about_ca_topic_score_gemma":0.006323568,"domain_scores_codex":[0.9963623,0.001499076,0.0006214923,0.000277077,0.0008835723,0.0003566399],"domain_scores_gemma":[0.9870042,0.007809986,0.0008852934,0.0002937424,0.001870968,0.002135857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001607853,0.00008393707,0.003161255,0.0001448327,0.00003633236,0.004174363,0.0002142672,0.00006607734,0.0002455164,0.003119295,0.9671277,0.02146581],"study_design_scores_gemma":[0.0005468231,0.0002996257,0.006336706,0.002290112,0.0001349744,0.009977094,0.001012654,0.001136712,0.0003510365,0.02545498,0.952308,0.0001513339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002857768,0.002071826,0.00004619013,0.985335,0.01134349,0.000003862748,0.00001533699,0.000006401734,0.0008921326],"genre_scores_gemma":[0.005627886,0.003579112,0.0002741166,0.8953732,0.09226003,0.00002881271,0.00002693227,0.00001339417,0.002816613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04341924,"threshold_uncertainty_score":0.02271044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107587111020688,"score_gpt":0.2727932496563302,"score_spread":0.2617173785461233,"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."}}