{"id":"W4378191601","doi":"10.1002/art.42621","title":"Reply","year":2023,"lang":"en","type":"letter","venue":"Arthritis & Rheumatology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Research Canada; Arthritis Research Centre of Canada; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Library science; History; Medicine; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002793324,0.0004858179,0.001542729,0.0004377505,0.0001148575,0.00003188101,0.0002958429,0.001557536,0.0004479651],"category_scores_gemma":[0.0007955527,0.0005155146,0.0003894055,0.0003396784,0.000309087,0.00006320135,0.0001955786,0.003002654,0.009852001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092726,"about_ca_system_score_gemma":0.000334855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005719235,"about_ca_topic_score_gemma":0.0001094286,"domain_scores_codex":[0.9965271,0.0002046405,0.0007879838,0.0009870086,0.0005058646,0.0009873846],"domain_scores_gemma":[0.9977285,0.0003473618,0.0002691587,0.001349158,0.0001493819,0.0001564724],"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":[0.000009962709,0.00002707694,0.001697858,0.0002432508,0.0001852857,0.01449484,0.00007561881,9.604861e-8,0.00004375182,0.0001352835,0.970215,0.012872],"study_design_scores_gemma":[0.001354112,0.0001256443,0.0008339538,0.001117033,0.00006282586,0.01213847,0.00001907061,0.000007483271,0.0001938948,0.000822015,0.9829034,0.0004220467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01868061,0.001891546,0.00002502585,0.9647455,0.003120861,0.0006549336,0.00006747238,0.001063777,0.009750261],"genre_scores_gemma":[0.009260064,0.002836177,0.0005187028,0.973502,0.001102461,0.0001518844,0.001264691,0.0003373288,0.01102668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01268847,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005471636409327,"score_gpt":0.266323077991631,"score_spread":0.2462683616275378,"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."}}