{"id":"W4379649324","doi":"10.1136/annrheumdis-2023-eular.348","title":"POS1529 DOMAINS IMPACTING MINIMAL DISEASE ACTIVITY NON-ACHIEVEMENT IN PATIENTS WITH PSORIATIC ARTHRITIS AND INADEQUATE RESPONSE TO TNFI RECEIVING GUSELKUMAB (COSMOS)","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Chugai Pharmaceutical; Novartis Pharma; Medac; Swedish Orphan Biovitrum; Celgene; Biogen; Gilead Sciences; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Psoriatic arthritis; Psoriasis Area and Severity Index; Psoriasis; Internal medicine; Physical therapy; Arthritis; Dermatology","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":[0.0004611358,0.00033098,0.00049204,0.0002327836,0.0002373923,0.0006304889,0.0001973852,0.0003691403,0.00308106],"category_scores_gemma":[0.001331696,0.0000864707,0.0005435077,0.0003906375,0.0002057826,0.0003592558,0.0003304346,0.0004545121,0.0004911169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443187,"about_ca_system_score_gemma":0.0002885864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000762956,"about_ca_topic_score_gemma":0.001408792,"domain_scores_codex":[0.9996055,0.0001215828,0.00005243852,0.00005356546,0.00006897608,0.00009798655],"domain_scores_gemma":[0.9989171,0.000238622,0.0004213297,0.00002769372,0.00006552781,0.0003298182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02699985,0.0006159115,0.9216169,0.0001740547,0.0005823883,0.0007713196,0.0001116267,0.0009127217,0.006620067,0.0002621034,0.001460319,0.03987276],"study_design_scores_gemma":[0.0005682506,0.00280064,0.9907297,0.00004686691,0.0002816932,0.001453863,0.0001264808,0.001433762,0.0007162429,0.0003537138,0.001467465,0.00002127131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969915,0.0006881212,0.00005690836,0.0001470512,0.00002462691,0.000009556408,0.0003343411,0.000005663405,0.001742224],"genre_scores_gemma":[0.9993117,0.00006945297,0.00006248488,0.00006161207,0.00001371998,0.000004557429,0.0002593871,0.00000149907,0.0002156608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00308106,"threshold_uncertainty_score":0.01030713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020207636189265,"score_gpt":0.2958645095851399,"score_spread":0.2756568733958749,"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."}}