{"id":"W3157121472","doi":"10.1093/rheumatology/keab247.128","title":"P132 Redefining refractory disease in RA and adult polyarticular JIA: a Delphi consensus study","year":2021,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Inclusion (mineral); Health care; Delphi method; Disease; Family medicine; Physical therapy; Psychology; 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":[0.1353379,0.0008372985,0.0009950181,0.002615034,0.002860458,0.002439117,0.001943076,0.002018704,0.00568391],"category_scores_gemma":[0.1117607,0.001114537,0.001524398,0.002001692,0.003761716,0.002961232,0.009745548,0.002418891,0.0008148379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003742214,"about_ca_system_score_gemma":0.01572635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047076,"about_ca_topic_score_gemma":0.002393385,"domain_scores_codex":[0.8727512,0.1046214,0.007868642,0.003160265,0.00639184,0.005206651],"domain_scores_gemma":[0.8955433,0.07960641,0.004510742,0.002575163,0.01485036,0.002914092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001728859,0.0008796475,0.02788048,0.01489768,0.0003186787,0.001841971,0.792155,0.001349859,0.00395513,0.00919158,0.01095703,0.1348442],"study_design_scores_gemma":[0.000928537,0.003625531,0.04335194,0.01638895,0.0003448085,0.002010898,0.8550828,0.005688077,0.002465573,0.007927514,0.06187463,0.0003108313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987242,0.002327861,0.02086418,0.004827362,0.0003464997,0.05346179,0.0006090296,0.00005250025,0.01878659],"genre_scores_gemma":[0.9215567,0.001748286,0.01865411,0.00163561,0.00006436373,0.05460235,0.0002700478,0.00002693586,0.00144157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353379,"threshold_uncertainty_score":0.7157438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360214017410605,"score_gpt":0.3017699607504996,"score_spread":0.2781678205763936,"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."}}