{"id":"W3098420080","doi":"10.1007/s10067-020-05509-2","title":"Validation of the Toronto Psoriatic Arthritis Screen II (ToPAS II) questionnaire in a Brazilian population","year":2020,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Rheumatology; Internal medicine; Psoriasis; Population; Receiver operating characteristic; Outpatient clinic; Portuguese; Enthesitis; Dermatology; Arthritis; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019841,0.0001130939,0.0005849723,0.00001680795,0.0001295977,0.000002890278,0.00008285523,0.0001584101,0.0001051248],"category_scores_gemma":[0.001846552,0.00008612545,0.0001532702,0.0001352426,0.0001195991,0.00006836962,0.0001360935,0.0001515337,0.00001154059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004357546,"about_ca_system_score_gemma":0.00005214857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328956,"about_ca_topic_score_gemma":0.004212083,"domain_scores_codex":[0.9984043,0.0001676765,0.0008449591,0.0002671023,0.0001482751,0.0001676766],"domain_scores_gemma":[0.9992955,0.00009814394,0.0002190661,0.000227868,0.00006326359,0.00009617064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323813,0.0003005475,0.9634248,0.00003832052,0.00005956674,0.0000108278,0.0005513259,0.000002394741,0.000008033447,0.001755943,0.0002765878,0.03333928],"study_design_scores_gemma":[0.005535762,0.001170975,0.990769,0.0006615191,0.00005083057,0.00004238826,0.00010928,0.000154637,0.00005257043,0.0006637913,0.0007062983,0.0000829585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988345,0.002455285,0.00001930493,0.008132591,0.0004162087,0.0003980107,0.000008792284,0.00003081688,0.0001939357],"genre_scores_gemma":[0.9980007,0.001218071,0.0001511776,0.0004943247,0.00004774453,0.00002066336,0.000035612,0.00001137738,0.00002036669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325632,"threshold_uncertainty_score":0.3520701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874137861635616,"score_gpt":0.3379898303310763,"score_spread":0.3092484517147201,"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."}}