{"id":"W2085625881","doi":"10.1016/j.rdc.2014.07.011","title":"Recognition of Preclinical and Early Disease in Axial Spondyloarthritis","year":2014,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Disease; Medicine; Natural history; Identification (biology); Radiography; Intensive care medicine; Axial spondyloarthritis; Pathology; Radiology; Internal medicine; Biology; Sacroiliitis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001289606,0.0009265049,0.00269061,0.003295248,0.0001968608,0.001124015,0.0007822724,0.001275472,0.002300449],"category_scores_gemma":[0.002515332,0.0004106778,0.001098828,0.002184905,0.0006136716,0.0009954158,0.0006942794,0.001234532,0.0004289666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006886356,"about_ca_system_score_gemma":0.002018084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003875264,"about_ca_topic_score_gemma":0.009292832,"domain_scores_codex":[0.9994155,0.0001245439,0.0001570547,0.00008533661,0.0001771289,0.00004047819],"domain_scores_gemma":[0.9984612,0.0009371336,0.0003535353,0.00001746847,0.0001843382,0.00004626779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003210384,0.0001158782,0.002590189,0.09699273,0.0007394102,0.00022357,0.00009508096,0.0001754059,0.0006427698,0.0009822454,0.009770132,0.8873516],"study_design_scores_gemma":[0.0006835722,0.001068977,0.04148209,0.1846761,0.01069602,0.006761785,0.0008411963,0.0003889306,0.00134818,0.002431486,0.7494522,0.000169425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001248971,0.9995168,0.00001912487,0.00007928869,0.00004852181,0.000003787192,0.00001117539,0.000001208248,0.0001951366],"genre_scores_gemma":[0.002095995,0.9974154,0.0001155739,0.0001569135,0.0000985061,0.000006496618,0.00002072304,2.989484e-7,0.00009000211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003875264,"threshold_uncertainty_score":0.00770539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708029197995967,"score_gpt":0.3531950945698124,"score_spread":0.3061148025898527,"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."}}