{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152532,0.0002265396,0.0005693478,0.000249539,0.0001432381,0.0002676817,0.0003672583,0.0001122825,0.0005066704],"category_scores_gemma":[0.0000942745,0.0002174353,0.00006167216,0.0002641563,0.0001986461,0.0005985383,0.0003513664,0.0004163628,0.0005114275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004207425,"about_ca_system_score_gemma":0.0001239197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441732,"about_ca_topic_score_gemma":0.001015912,"domain_scores_codex":[0.9980395,0.0001192357,0.0004252642,0.0004851046,0.0003670634,0.0005637768],"domain_scores_gemma":[0.9990144,0.00006014327,0.00007844443,0.0004835215,0.0000944698,0.0002689706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001323625,0.0001202289,0.8870885,0.00009077164,0.00005138584,0.0003647876,0.0008129689,0.000001697912,0.1075615,0.0007797803,0.000336047,0.002659958],"study_design_scores_gemma":[0.006676553,0.0004501639,0.9787914,0.00146481,0.00000236901,0.0001230782,0.0002800831,0.00004224695,0.00264888,0.0002785648,0.008958036,0.000283855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867419,0.003268302,0.000002055755,0.0003787529,0.00005460701,0.001426526,0.00001357274,0.00005479507,0.008059504],"genre_scores_gemma":[0.9895532,0.008093895,0.0001627549,0.000207857,0.00003826125,0.00004346339,0.00004182902,0.00004521737,0.001813518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049126,"threshold_uncertainty_score":0.8866755,"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."}}