{"id":"W4404827678","doi":"10.1002/acr.25475","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Arthritis Care & Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Clinical Practice; Engineering ethics; Psychology; Medicine; Nursing; Engineering","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":[0.002614734,0.0006492389,0.000694381,0.0006146649,0.002888181,0.002359154,0.001496642,0.03058313,0.0239519],"category_scores_gemma":[0.02156755,0.0004780671,0.0008025905,0.0005679998,0.001726005,0.002154041,0.001402814,0.01796267,0.01717946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866341,"about_ca_system_score_gemma":0.003812773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553624,"about_ca_topic_score_gemma":0.004476739,"domain_scores_codex":[0.9976878,0.000675877,0.0002399599,0.0002479026,0.0007730577,0.0003752948],"domain_scores_gemma":[0.9948481,0.001986282,0.0003630901,0.000149253,0.00199849,0.000654765],"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":[0.00002283429,0.000008706019,0.0003886459,0.00002587676,0.000004352094,0.0006583426,0.00007844965,0.00002686145,0.00005731371,0.001410413,0.994929,0.002389298],"study_design_scores_gemma":[0.00004461611,0.00002743763,0.0007872283,0.0001964725,0.00001363163,0.002488744,0.0005391223,0.0001765266,0.0002172715,0.004355626,0.9911138,0.00003949562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004426566,0.0004960544,0.00009718586,0.9782546,0.01438391,0.00002658873,0.0001557074,0.00005101096,0.00609236],"genre_scores_gemma":[0.004705385,0.0003845437,0.0001468003,0.9686778,0.006508084,0.00006099697,0.00005231757,0.000016826,0.01944723],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03058313,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3683968143048397,"score_gpt":0.5673204581393673,"score_spread":0.1989236438345275,"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."}}