{"id":"W2018433361","doi":"10.3899/jrheum.140857","title":"Validation of the Toronto Psoriatic Arthritis Screen Version 2 (ToPAS 2)","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"Medical Research Council; Canadian Institutes of Health Research; Krembil Foundation; Arthritis Society","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Dermatology; Internal medicine; Receiver operating characteristic; Population","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":[0.006658566,0.0005740602,0.0003941715,0.0009247582,0.0003721584,0.0005643683,0.0004757654,0.0003508962,0.00154412],"category_scores_gemma":[0.01463375,0.0001988283,0.0007715571,0.0009038045,0.0003471955,0.0003210301,0.0007221526,0.0005198643,0.0004191983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067839,"about_ca_system_score_gemma":0.001843431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950026,"about_ca_topic_score_gemma":0.02678656,"domain_scores_codex":[0.9952825,0.001998997,0.0005330094,0.0003453392,0.001678439,0.0001616745],"domain_scores_gemma":[0.9931127,0.001981016,0.001360177,0.0003942895,0.002806246,0.0003454867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817565,0.0004828664,0.905557,0.0005987828,0.0005711365,0.0002121828,0.001271758,0.00217407,0.006240574,0.0003970353,0.00528316,0.07539398],"study_design_scores_gemma":[0.0002034673,0.0008981723,0.9897293,0.00008518542,0.000163538,0.0004111764,0.0002295788,0.002531452,0.00167391,0.0001045831,0.003941463,0.00002821895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746301,0.0008698346,0.008620661,0.0003325314,0.0001094719,0.00192243,0.006624873,0.0001500759,0.006740028],"genre_scores_gemma":[0.977529,0.0003497642,0.01365573,0.0001993797,0.00004453713,0.001180562,0.006047287,0.00002774942,0.0009659731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950026,"threshold_uncertainty_score":0.03877348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799442847469618,"score_gpt":0.2655391595041798,"score_spread":0.2475447310294837,"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."}}