{"id":"W2951296555","doi":"10.3899/jrheum.190238","title":"Testing the Model for Predicting Effectiveness of Anakinra in Systemic Juvenile Idiopathic Arthritis","year":2019,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hacettepe Üniversitesi","keywords":"Medicine; Anakinra; Rheumatology; Internal medicine; Arthritis; Cohort; Juvenile; Physical therapy; Pediatrics; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009786449,0.0009299727,0.001088292,0.0007576073,0.0005252961,0.001392566,0.001468224,0.001988788,0.005146281],"category_scores_gemma":[0.06731804,0.0003162698,0.001036743,0.0007445357,0.0003725484,0.0008828137,0.0004909034,0.002610445,0.0007299515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849588,"about_ca_system_score_gemma":0.001149232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004365032,"about_ca_topic_score_gemma":0.003198078,"domain_scores_codex":[0.9961978,0.003057921,0.0001991247,0.0002201485,0.0001892182,0.0001358073],"domain_scores_gemma":[0.9163055,0.07693415,0.002266276,0.000761534,0.002825743,0.0009068867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002849122,0.0006940695,0.8050838,0.000338277,0.001537375,0.003440295,0.0004746608,0.02906121,0.0003233117,0.002149258,0.09137739,0.06267127],"study_design_scores_gemma":[0.0009145259,0.00151705,0.09210315,0.0005194747,0.00131729,0.003291382,0.0005829824,0.8728803,0.0004538406,0.01014813,0.01615266,0.0001191819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7977763,0.007241311,0.02192314,0.1572879,0.00897872,0.0001759001,0.002932714,0.0004360687,0.003247795],"genre_scores_gemma":[0.9693606,0.001414526,0.01022291,0.006557023,0.00885258,0.0002120899,0.001098451,0.00007460579,0.002207195],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009786449,"threshold_uncertainty_score":0.05175626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961307159948688,"score_gpt":0.2841327833668044,"score_spread":0.2545197117673175,"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."}}