{"id":"W4252100467","doi":"10.1097/iae.0000000000002909","title":"Reply","year":2020,"lang":"en","type":"letter","venue":"Retina","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Philosophy; Humanities","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001620038,0.0002465018,0.000657937,0.0001262169,0.00003782647,0.00002610751,0.0002321658,0.0004633175,0.0008040808],"category_scores_gemma":[0.0006240824,0.0001975941,0.0002256734,0.0002222696,0.00007997326,0.00001573596,0.0001166662,0.002485643,0.00388494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851313,"about_ca_system_score_gemma":0.0002988816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002673666,"about_ca_topic_score_gemma":1.258679e-7,"domain_scores_codex":[0.9976222,0.0001128963,0.000342776,0.000540693,0.0009395885,0.0004418405],"domain_scores_gemma":[0.9985737,0.0001697854,0.0001197377,0.000858436,0.0001371426,0.0001411912],"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":[0.00003127011,0.000006008771,0.001605695,0.003145098,0.00007548198,0.01057295,0.0001320428,4.417962e-9,0.00007967938,0.000004678976,0.9841491,0.0001980102],"study_design_scores_gemma":[0.0004264765,0.0001402266,0.00001680774,0.001283727,0.00007134033,0.01503016,0.00002896668,0.00001549284,0.0001061567,0.00004936017,0.9826648,0.0001664938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000287458,0.000616455,0.00001232799,0.9208536,0.0003155411,0.000649796,0.00001306692,0.0002078232,0.07704397],"genre_scores_gemma":[0.0002834869,0.0001063663,0.0002080063,0.9088784,0.01021463,0.00004691461,0.0002464182,0.0001214986,0.07989421],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0119751,"threshold_uncertainty_score":0.9998156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855484272505825,"score_gpt":0.3051752154233829,"score_spread":0.2666203726983246,"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."}}