{"id":"W2943487314","doi":"10.1136/rmdopen-2018-000874","title":"Human host defence peptide LL37 and anti-cyclic citrullinated peptide antibody in early inflammatory arthritis","year":2019,"lang":"en","type":"article","venue":"RMD Open","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Canadian Arthritis Network; Manitoba Medical Service Foundation; Research Manitoba; Health Sciences Centre Foundation","keywords":"Medicine; Peptide; Antibody; Immunology; Arthritis; Inflammatory arthritis; Rheumatoid arthritis; Inflammation; Cyclic peptide; Biochemistry","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":[0.0009712929,0.0002672175,0.0002748687,0.0003849126,0.000187968,0.0003816263,0.0002760187,0.0004550694,0.001880272],"category_scores_gemma":[0.002395956,0.0001768423,0.0003000294,0.0003930008,0.0001672767,0.0002147139,0.0002602802,0.000468235,0.0001871132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637124,"about_ca_system_score_gemma":0.0002086782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595172,"about_ca_topic_score_gemma":0.001570706,"domain_scores_codex":[0.9994416,0.0002882961,0.0000403611,0.00008316376,0.00008224591,0.00006436873],"domain_scores_gemma":[0.9981474,0.0006574927,0.0007593952,0.00006097357,0.0001478944,0.0002268441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005909795,0.0000386682,0.9965005,0.00002752815,0.00007757703,0.00006761583,0.0000285103,0.00005161627,0.0006412566,0.00001108268,0.00005727781,0.001907468],"study_design_scores_gemma":[0.0000240267,0.0002724107,0.9983058,0.00001387025,0.00007841509,0.0004768922,0.00004094655,0.0003346727,0.0002229126,0.00003773317,0.0001898973,0.00000234451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978786,0.00154619,0.0001523527,0.00007414471,0.000007876823,0.00000409262,0.000121412,0.000004569323,0.0002109456],"genre_scores_gemma":[0.9996104,0.00009873756,0.00009218998,0.00001471601,0.000008107981,0.000002547134,0.00005409196,6.425846e-7,0.0001185263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880272,"threshold_uncertainty_score":0.006290078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337445395441261,"score_gpt":0.2999752682667287,"score_spread":0.286600814312316,"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."}}