{"id":"W4307976110","doi":"10.3899/jrheum.220923","title":"Dr. Sugawara et al reply","year":2022,"lang":"fr","type":"letter","venue":"The Journal of Rheumatology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metastasis; Lymph node; Pathology; Lymph node metastasis; Fibrosis; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002835738,0.0005611085,0.001742397,0.0004383595,0.0003771171,0.00003124911,0.001049705,0.0004245144,0.01496214],"category_scores_gemma":[0.0008867167,0.0003777589,0.000757783,0.0002779413,0.0007214214,0.0002013415,0.0002838337,0.007056243,0.0005996537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334337,"about_ca_system_score_gemma":0.001681408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419293,"about_ca_topic_score_gemma":0.000007565079,"domain_scores_codex":[0.9930438,0.002700769,0.002109401,0.0002854449,0.0009612003,0.0008993924],"domain_scores_gemma":[0.9939955,0.002025579,0.00250196,0.0008288955,0.0003605371,0.000287507],"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":[0.001434739,0.0001577835,0.01843387,0.0003299766,0.001442551,0.002929451,0.001135167,0.0001188065,0.0000755818,0.001134477,0.9723259,0.0004816807],"study_design_scores_gemma":[0.002079734,0.001165633,0.0009113619,0.001239321,0.001305631,0.0985799,0.0006805172,0.00006710678,0.0000158498,0.0004780437,0.8931741,0.0003027844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1582834,0.02558841,0.00005283056,0.8030952,0.01035788,0.0002842725,0.00005134532,0.00003081357,0.002255801],"genre_scores_gemma":[0.03274122,0.02520338,0.00005060104,0.9323157,0.0005334234,0.000009716224,0.00009197593,0.0001584543,0.008895516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1292205,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475324251332557,"score_gpt":0.2724313557387802,"score_spread":0.2576781132254546,"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."}}