{"id":"W4405264063","doi":"10.1002/msc.70010","title":"Canadian Patients With Axial Spondyloarthritis Require Almost a Decade To Be Diagnosed Leading to Severe Functional Limitation. Results From the International Map of Axial Spondyloarthritis (IMAS)","year":2024,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); University of British Columbia; Université de Sherbrooke; University of Ottawa; Canadian Standards Association; Western University; University of Toronto; University Health Network; Memorial University of Newfoundland","funders":"Novartis Pharma; Novartis","keywords":"Axial spondyloarthritis; Medicine; Internal medicine; Ankylosing spondylitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004757992,0.0002991274,0.0002842718,0.0005162605,0.001891223,0.0006011388,0.0005587752,0.0003684737,0.004942535],"category_scores_gemma":[0.002699752,0.000131137,0.0003607874,0.002088611,0.0002799413,0.0002575291,0.0005475132,0.0006210615,0.0003898281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009519792,"about_ca_system_score_gemma":0.02404684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9721063,"about_ca_topic_score_gemma":0.9801785,"domain_scores_codex":[0.9992211,0.00004060393,0.00004247851,0.00006431931,0.0003592301,0.0002721601],"domain_scores_gemma":[0.9979961,0.0001272776,0.0006121164,0.00002873565,0.0008714439,0.0003643711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163818,0.00003895148,0.9532995,0.0003177031,0.00008140419,0.0002493014,0.0007364521,0.000198415,0.000415864,0.0002650765,0.01365424,0.03062671],"study_design_scores_gemma":[0.000007048026,0.00003042493,0.9918996,0.000148862,0.00002770589,0.000234739,0.001268078,0.00009323241,0.00006866822,0.00005038013,0.006160016,0.0000112299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432819,0.006900236,0.0005087735,0.005687594,0.0002115193,0.0001220999,0.0243593,0.00008032616,0.01884816],"genre_scores_gemma":[0.9903019,0.002409982,0.0005546974,0.0005717312,0.00003419331,0.00002795918,0.004782315,0.000005462895,0.001311683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02789366,"threshold_uncertainty_score":0.06907117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140317394384018,"score_gpt":0.2513763181029281,"score_spread":0.2373445786645263,"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."}}