{"id":"W3108334379","doi":"10.1016/j.jcf.2020.11.011","title":"YKL-40 as a clinical biomarker in adult patients with CF: Implications of a CHI3L1 single nucleotide polymorphism in disease severity","year":2020,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Montreal Clinical Research Institute","funders":"Cystic Fibrosis Canada","keywords":"Single-nucleotide polymorphism; Medicine; Internal medicine; Biomarker; Cystic fibrosis; Genotype; Gastroenterology; SNP; Prospective cohort study; Disease; Gene; Genetics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005137654,0.0005691333,0.0005781677,0.0007817794,0.0003776664,0.0007147568,0.0003133974,0.0009701304,0.001250549],"category_scores_gemma":[0.002003985,0.00014376,0.0003974805,0.0007658975,0.0003681849,0.0004106085,0.000373622,0.0006812029,0.0002094804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771026,"about_ca_system_score_gemma":0.0002678327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629694,"about_ca_topic_score_gemma":0.001266916,"domain_scores_codex":[0.9996314,0.000112728,0.00005354336,0.00007731199,0.00007323635,0.00005180462],"domain_scores_gemma":[0.9987673,0.0004200622,0.000364731,0.00004304009,0.000117048,0.0002879793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009758897,0.0000602194,0.9845415,0.00003282166,0.0001032532,0.0007737366,0.0001309253,0.0001163655,0.01004375,0.00004479258,0.0001128497,0.003063642],"study_design_scores_gemma":[0.00002004243,0.0003744715,0.9946431,0.00001726236,0.0001117435,0.001872508,0.0002295795,0.0008554396,0.001471075,0.0001038192,0.0002883246,0.00001262982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982627,0.0008649225,0.000166198,0.0001185905,0.00001522473,0.000004630469,0.000149312,0.000007308492,0.0004111531],"genre_scores_gemma":[0.9995317,0.00008871613,0.0001162129,0.00003763387,0.00001245957,0.00000347448,0.00008113543,0.000002372981,0.0001262439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001629694,"threshold_uncertainty_score":0.004183471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469601502244301,"score_gpt":0.2678516956915165,"score_spread":0.2531556806690735,"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."}}