{"id":"W2263473847","doi":"10.1136/annrheumdis-2015-208730","title":"Predictive validity of the ASAS classification criteria for axial and peripheral spondyloarthritis after follow-up in the ASAS cohort: a final analysis","year":2016,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cohort; Axial spondyloarthritis; Predictive value; Internal medicine; Ankylosing spondylitis; 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":[0.003221337,0.0008776995,0.001137287,0.001361689,0.001018815,0.00152861,0.001124655,0.001018582,0.002225747],"category_scores_gemma":[0.006396559,0.0006118746,0.004176747,0.001176399,0.0005350064,0.0009894959,0.001148519,0.001523612,0.0003724814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468486,"about_ca_system_score_gemma":0.001036107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335455,"about_ca_topic_score_gemma":0.007514698,"domain_scores_codex":[0.9981415,0.0004798719,0.0001576563,0.0004144876,0.0002717852,0.0005346859],"domain_scores_gemma":[0.9961593,0.001346707,0.0006900117,0.0007160809,0.0005144685,0.0005734299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008281658,0.0000651532,0.9973733,0.000006169213,0.0003195815,0.00007311287,0.00006656812,0.0001100449,0.0001706605,0.00002248935,0.0001246028,0.0008400474],"study_design_scores_gemma":[0.00004331941,0.0002399057,0.99778,0.000007569567,0.0003415462,0.0001255382,0.0002096588,0.0009490861,0.00007411497,0.00005671586,0.0001627357,0.00000978014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992176,0.0001105512,0.0001105586,0.00002639449,0.00001809313,0.000007295307,0.0003513949,0.000003303752,0.0001547748],"genre_scores_gemma":[0.998546,0.00004681889,0.0000881185,0.00001426807,0.00002499471,0.00001588324,0.001030915,0.000005248863,0.00022774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008335455,"threshold_uncertainty_score":0.01703626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006128833981154,"score_gpt":0.3344420247713695,"score_spread":0.2643807364315579,"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."}}