{"id":"W4400654904","doi":"10.3899/jrheum.2024-0436","title":"GRAPPA 2023 Collaborative Research Network Meeting","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Toronto Western Hospital; University Health Network","funders":"Sun Pharma; University of Toronto; Department of Medicine, University of Toronto; European Federation of Pharmaceutical Industries and Associations; Regeneron Pharmaceuticals; European Commission; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Psoriatic arthritis; Psoriasis; Enthesitis; Medicine; Dermatology; Medical physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.03984968,0.001166816,0.001163154,0.001975366,0.001919387,0.005288094,0.002270069,0.006070504,0.06883854],"category_scores_gemma":[0.02452596,0.0006809455,0.002284727,0.00117017,0.0006963547,0.002038867,0.006771108,0.007489688,0.03547693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428899,"about_ca_system_score_gemma":0.02143367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428476,"about_ca_topic_score_gemma":0.008457499,"domain_scores_codex":[0.9818295,0.01020121,0.0008805347,0.00153274,0.003701618,0.001854436],"domain_scores_gemma":[0.9680368,0.003207743,0.001426165,0.001229843,0.01078872,0.01531058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001862238,0.00004557167,0.0002028609,0.0001714776,0.00002586741,0.00007647635,0.00004617661,0.00006138973,0.0001305892,0.001062575,0.9796506,0.0183403],"study_design_scores_gemma":[0.00008291361,0.00005400337,0.0005567372,0.0003011948,0.00001137903,0.0000860181,0.00005721467,0.00006653927,0.00005695005,0.0008171945,0.9978999,0.000009948176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002821795,0.02542945,0.0136308,0.5603034,0.2363369,0.003027997,0.01759823,0.001382011,0.1394693],"genre_scores_gemma":[0.0363862,0.03008028,0.05101589,0.2953891,0.1337902,0.01360052,0.04771679,0.002231587,0.3897895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06883854,"threshold_uncertainty_score":0.2302878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672571194967773,"score_gpt":0.3587012041230812,"score_spread":0.3219754921734034,"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."}}