{"id":"W3099993137","doi":"10.1136/annrheumdis-2020-eular.4566","title":"SAT0629-HPR FACTORS ASSOCIATED WITH USE OF BIOLOGICAL THERAPIES FOR AXIAL SPONDYLOARTHRITIS IN CANADA. RESULTS FROM THE IMAS SURVEY.","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Western University; Université de Sherbrooke; Novartis (Canada); University of British Columbia; University of Ottawa; Canadian Standards Association; University of British Columbia Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; Axial spondyloarthritis; BASDAI; Physical therapy; Ankylosing spondylitis; Family medicine; Internal medicine; Disease; Sacroiliitis","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":[0.0003914685,0.0002634301,0.0003371006,0.0008470043,0.001010667,0.0008131879,0.0008968885,0.000509685,0.00288706],"category_scores_gemma":[0.001810395,0.000262513,0.0007057838,0.003404693,0.0003443095,0.0002009915,0.0004753139,0.0009311913,0.0003576991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007615057,"about_ca_system_score_gemma":0.01490531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854893,"about_ca_topic_score_gemma":0.9869509,"domain_scores_codex":[0.9991149,0.00006672189,0.00007703247,0.0001033649,0.0003519833,0.0002859921],"domain_scores_gemma":[0.9978904,0.0001184992,0.000584594,0.00005104916,0.0007921903,0.000563367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006515253,0.00003192926,0.996514,0.00002605717,0.0000598398,0.00003053763,0.00007564467,0.00004742316,0.00009213504,0.00004096883,0.001650689,0.001365606],"study_design_scores_gemma":[0.000005483613,0.00001155113,0.999131,0.00001538359,0.0000177274,0.00002656877,0.0001837522,0.00008723562,0.00001700432,0.000005368901,0.0004957664,0.000003103351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949245,0.00240484,0.0001027667,0.001203999,0.00004518703,0.00007189993,0.0405976,0.00001874636,0.006309906],"genre_scores_gemma":[0.9901807,0.0009322671,0.0001205096,0.0002955902,0.00001744192,0.0000253466,0.007268364,0.00000625759,0.001153467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451069,"threshold_uncertainty_score":0.05525136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1843507952620989,"score_gpt":0.2939987378057882,"score_spread":0.1096479425436893,"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."}}