{"id":"W3014282251","doi":"10.3899/jrheum.190693","title":"Extended Role Practitioners to Improve Access to Rheumatic Care: What is the Evidence in the Classification of Patients with Spondyloarthritis?","year":2020,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Etiology; Medical diagnosis; Physical therapy; Ankylosing spondylitis; Orthopedic surgery; Rheumatology; Disease; Internal medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01674477,0.0008868246,0.003071361,0.003484861,0.001247463,0.005829696,0.003895996,0.006442328,0.01900403],"category_scores_gemma":[0.1142352,0.0008579808,0.003026789,0.004441322,0.001314744,0.007450566,0.003248811,0.004580651,0.00203201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004118375,"about_ca_system_score_gemma":0.01010327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562051,"about_ca_topic_score_gemma":0.03368944,"domain_scores_codex":[0.9884806,0.004475382,0.00228839,0.001267171,0.00282575,0.0006628251],"domain_scores_gemma":[0.885023,0.07856946,0.01522458,0.00157421,0.01459245,0.005016354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00119634,0.0005802871,0.02615323,0.1867998,0.002542861,0.0001870919,0.001397471,0.0002297244,0.0000770538,0.004112398,0.05536819,0.7213555],"study_design_scores_gemma":[0.001708981,0.0006488411,0.05768833,0.7543535,0.006241912,0.0005601162,0.002967167,0.0005025295,0.00009250149,0.003552081,0.1715505,0.0001336572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003453444,0.9509971,0.0003430526,0.03936236,0.001944189,0.0001937345,0.0007586482,0.00002419965,0.002923342],"genre_scores_gemma":[0.07073691,0.8936195,0.004185854,0.02575454,0.003565399,0.000582273,0.0009888742,0.00003284117,0.0005338669],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01900403,"threshold_uncertainty_score":0.08855593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638596577779736,"score_gpt":0.2953680785198595,"score_spread":0.2689821127420621,"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."}}