{"id":"W3146358852","doi":"10.1038/s41584-021-00610-5","title":"Publisher Correction: Biological classification of childhood arthritis: roadmap to a molecular nomenclature","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Sparks; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Nomenclature; Arthritis; Computational biology; Medical physics; Internal medicine; Zoology; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001025469,0.0006767533,0.007416022,0.0006123864,0.00008159712,0.00004233153,0.0005167768,0.003289438,0.0006642921],"category_scores_gemma":[0.003136117,0.000480667,0.001502547,0.001841868,0.0001585175,0.00009779339,0.0002452974,0.003654997,0.0003049485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494696,"about_ca_system_score_gemma":0.001269731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005024133,"about_ca_topic_score_gemma":0.000004148436,"domain_scores_codex":[0.9945343,0.00109197,0.002355045,0.001020725,0.0004373598,0.0005606132],"domain_scores_gemma":[0.9967246,0.0001872477,0.00103588,0.001314871,0.0004696618,0.0002677413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000096194,0.0002197301,0.00003740406,0.009655933,0.0002626077,0.00005842786,0.00003985868,2.718246e-8,0.000003712705,0.001272671,0.1013467,0.8870933],"study_design_scores_gemma":[0.0003488579,0.0001918277,0.000129968,0.04330225,0.0002499152,0.002198163,0.00002899997,7.677583e-7,0.000001168242,0.00003255868,0.9531648,0.0003507688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000157754,0.9909151,0.0001400311,0.0005568084,0.00185611,0.00334352,0.000009251641,0.00006813174,0.003095277],"genre_scores_gemma":[0.00005208287,0.9966351,0.0004218379,0.0003812686,0.00005509561,0.0007579866,0.0009861529,0.0000734355,0.0006369723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8867425,"threshold_uncertainty_score":0.9997645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281050086294341,"score_gpt":0.3720040074838794,"score_spread":0.3291935066209359,"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."}}