{"id":"W4395077501","doi":"10.1093/rheumatology/keae163.023","title":"OA23 Time to address the challenge of difficult-to-treat psoriatic arthritis: results from an international survey","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Psoriatic arthritis; Arthritis; Dermatology; Psoriasis; Intensive care medicine; Internal medicine","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":[0.006589091,0.0002217678,0.0003294478,0.001478903,0.0005345318,0.001704016,0.000525375,0.0008267239,0.003835548],"category_scores_gemma":[0.01844367,0.0002604751,0.0007598136,0.001919495,0.0004791134,0.001616966,0.001603114,0.00105526,0.0009631673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005266214,"about_ca_system_score_gemma":0.0007828701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004156704,"about_ca_topic_score_gemma":0.003754765,"domain_scores_codex":[0.9952667,0.002144124,0.0007801636,0.0003105639,0.0008348242,0.0006637018],"domain_scores_gemma":[0.9803038,0.005437429,0.008677045,0.0005427708,0.002341669,0.002697194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001424307,0.0001703314,0.963459,0.0003367137,0.00007210215,0.0001516892,0.01130297,0.00007973472,0.0001712063,0.00009072203,0.00292603,0.02109712],"study_design_scores_gemma":[0.00001461367,0.0002392942,0.9695629,0.0001871915,0.00002168828,0.0002376484,0.0243778,0.0001272512,0.00004324153,0.00003454298,0.005135803,0.00001806443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990817,0.001133585,0.0002216768,0.001377099,0.00003704714,0.0001107112,0.001473705,0.00001061577,0.004818434],"genre_scores_gemma":[0.9964409,0.0009926616,0.0003412967,0.0007303829,0.00003525465,0.0001325256,0.0006795463,0.00001153264,0.0006359132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006589091,"threshold_uncertainty_score":0.03484684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657549565819946,"score_gpt":0.2964897383326916,"score_spread":0.2699142426744922,"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."}}