{"id":"W4221129330","doi":"10.1016/j.ogla.2022.02.003","title":"Reply","year":2022,"lang":"en","type":"letter","venue":"Ophthalmology Glaucoma","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Ophthalmology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006826858,0.0009484947,0.00122064,0.0007634175,0.0004365559,0.00006108352,0.002154518,0.001675078,0.1118393],"category_scores_gemma":[0.0002482128,0.001060306,0.0005502427,0.0007060054,0.0004696323,0.0001127151,0.001117417,0.008248137,0.03405843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670516,"about_ca_system_score_gemma":0.0002957678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003833455,"about_ca_topic_score_gemma":5.114813e-7,"domain_scores_codex":[0.9933473,0.001513057,0.000783838,0.001804821,0.0009716117,0.001579316],"domain_scores_gemma":[0.9955832,0.0005969434,0.000701314,0.002898203,0.0001069196,0.0001134351],"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":[0.00007504409,0.00005802845,0.01051183,0.00005601333,0.0002226103,0.146247,0.00003469462,1.505084e-7,0.00004182516,0.00004488325,0.8426873,0.00002060566],"study_design_scores_gemma":[0.0003947422,0.000463826,0.004785873,0.00001311532,0.0001364638,0.09467418,0.00001037922,0.000004028063,0.00001784306,0.001389746,0.8972076,0.0009022714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04538693,0.0006171409,5.538677e-7,0.7224305,0.004209762,0.0007131236,0.00101267,0.0006995588,0.2249298],"genre_scores_gemma":[0.001861874,0.000002778148,0.000334122,0.8731984,0.005773004,0.0006567727,0.00503855,0.000879564,0.1122549],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.150768,"threshold_uncertainty_score":0.999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990326347916893,"score_gpt":0.2827347823101206,"score_spread":0.2528315188309516,"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."}}