{"id":"W4400036361","doi":"10.1136/ard-2024-225942","title":"Cardiac valve immune profiling in non-radiographic axial spondyloarthritis","year":2024,"lang":"en","type":"letter","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Axial spondyloarthritis; Radiography; Profiling (computer programming); Radiology; Ankylosing spondylitis; Pathology; Internal medicine; Sacroiliitis","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":[0.001314307,0.0003112959,0.0007519894,0.0006052534,0.001004295,0.001166273,0.0004486159,0.006308963,0.00177696],"category_scores_gemma":[0.006557176,0.0002440843,0.0003709033,0.0004626347,0.0007306865,0.0007011426,0.0003563944,0.003492877,0.000991258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009288,"about_ca_system_score_gemma":0.0008929822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948078,"about_ca_topic_score_gemma":0.00353285,"domain_scores_codex":[0.9988775,0.0004857792,0.0001868025,0.00007822741,0.000187485,0.0001840905],"domain_scores_gemma":[0.9967111,0.002096038,0.0002241701,0.00008897828,0.0004221417,0.0004575276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001741347,0.0005356439,0.2264624,0.0005402241,0.0001693489,0.121861,0.001123001,0.0003280591,0.004252098,0.002994955,0.5104509,0.129541],"study_design_scores_gemma":[0.00148995,0.002172388,0.278881,0.002927558,0.0006661586,0.2583655,0.004672607,0.003994051,0.003146474,0.02148076,0.4220431,0.0001604828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.09030143,0.02448322,0.0006847081,0.8354263,0.01337994,0.00007222829,0.0003130611,0.00006909011,0.03527003],"genre_scores_gemma":[0.4644447,0.01036474,0.001370835,0.4501877,0.06236136,0.00009822236,0.0001911659,0.00003270966,0.01094873],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.006308963,"threshold_uncertainty_score":0.007322907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308038744119548,"score_gpt":0.2870009262667242,"score_spread":0.2639205388255287,"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."}}