{"id":"W3136373500","doi":"10.3899/jrheum.210093","title":"Dr. Naides replies","year":2021,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anti-nuclear antibody; Indirect immunofluorescence; Nuclear medicine; Immunology; Antibody; Autoantibody","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":[0.002692982,0.0006695767,0.0008654275,0.0006399372,0.00286296,0.002026,0.001469299,0.01806102,0.009201055],"category_scores_gemma":[0.02062782,0.0005526282,0.0006533805,0.0004643715,0.001514714,0.002667655,0.000902506,0.02327473,0.006392411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313749,"about_ca_system_score_gemma":0.003136535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549342,"about_ca_topic_score_gemma":0.004712365,"domain_scores_codex":[0.9985079,0.0003918797,0.000174892,0.000249793,0.0004560552,0.0002195055],"domain_scores_gemma":[0.9943567,0.002082248,0.0004029049,0.000153204,0.001810115,0.001194735],"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":[0.00002358761,0.00002190021,0.0005914028,0.00002677754,0.000006052314,0.001737842,0.0001083847,0.00002508895,0.00006695785,0.0007940182,0.9924557,0.004142336],"study_design_scores_gemma":[0.00007614846,0.00006604061,0.001580487,0.0003486138,0.00002582533,0.01027925,0.0008496203,0.0003991982,0.0002909905,0.003246371,0.9827748,0.00006269252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005529083,0.001049579,0.00007079902,0.9706353,0.02519232,0.00001139593,0.00003771122,0.00003777774,0.002412246],"genre_scores_gemma":[0.00632303,0.001054279,0.0002468031,0.9593414,0.02416093,0.00002478947,0.00002842273,0.00002751611,0.008792751],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01806102,"threshold_uncertainty_score":0.03078055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06583532299550462,"score_gpt":0.3601959232645179,"score_spread":0.2943606002690132,"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."}}