{"id":"W4409900023","doi":"10.1093/rheumatology/keaf142.227","title":"P190 An international modified Delphi study to understand clinical opinion on current and potential future use of Janus kinase inhibitors in rheumatic and musculoskeletal diseases: global results","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Janus; Medicine; Janus kinase; Delphi; Delphi method; Current (fluid); Internal medicine; Engineering; Computer science; Nanotechnology; Materials science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000332228,0.0001671716,0.0003429697,0.0001850762,0.00004617268,0.00003963912,0.00007515643,0.00008428383,0.000002691128],"category_scores_gemma":[0.0004628851,0.0001382987,0.00009542787,0.0002447469,0.00009934932,0.0001735842,0.00009605661,0.0001715548,7.485276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000825265,"about_ca_system_score_gemma":0.0000688325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769843,"about_ca_topic_score_gemma":0.0002063639,"domain_scores_codex":[0.9982405,0.0002051877,0.0006249045,0.0004535947,0.0003247257,0.000151095],"domain_scores_gemma":[0.999253,0.0001148579,0.00009721938,0.000265852,0.00009114992,0.0001779638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01050906,0.01228846,0.6707161,0.001170148,0.0002873898,0.00003292531,0.004316622,0.0005789812,0.00006676567,0.004028322,0.0009787749,0.2950265],"study_design_scores_gemma":[0.006773917,0.0021707,0.9834796,0.0004624713,0.00007434173,0.000001255193,0.004065567,0.002220613,6.188706e-7,0.0004328372,0.0001881693,0.0001298768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954326,0.000442823,0.0002904611,0.001458002,0.001014833,0.001164661,0.0001134152,0.00001906679,0.00006413916],"genre_scores_gemma":[0.9990688,0.0004036245,0.0001535346,0.00007524726,0.0001421655,0.00001367412,0.0001251253,0.000008021924,0.000009797534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3127635,"threshold_uncertainty_score":0.5639657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939754566298889,"score_gpt":0.3747928566358756,"score_spread":0.3453953109728867,"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."}}