{"id":"W4254768784","doi":"10.1016/j.ogla.2020.10.006","title":"Reply","year":2020,"lang":"en","type":"letter","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"William Osler Health System; University of Toronto","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":["insufficient_payload"],"category_scores_codex":[0.00007044605,0.0005624379,0.001105957,0.0001999089,0.0001109962,0.00002129916,0.0003611531,0.001253156,0.002555668],"category_scores_gemma":[0.0001863797,0.0004851158,0.0005099913,0.0002688925,0.0003525174,0.00003264741,0.0001533989,0.003501355,0.002515305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863652,"about_ca_system_score_gemma":0.0002279026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008002071,"about_ca_topic_score_gemma":1.473613e-7,"domain_scores_codex":[0.9972684,0.0001690882,0.0004985566,0.0009178886,0.0004233612,0.0007226485],"domain_scores_gemma":[0.9984689,0.0001467773,0.0002162406,0.0008585171,0.0001081534,0.000201447],"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":[0.0001227609,0.00004440856,0.07570812,0.0003673886,0.0001921265,0.1197533,0.00002986765,9.270898e-10,0.00007170694,0.00001521256,0.8036023,0.00009275474],"study_design_scores_gemma":[0.0007204842,0.0009658292,0.0623855,0.000114784,0.0003513587,0.05069153,0.0000165033,0.000008034852,0.00003996021,0.0006557683,0.8836433,0.0004069498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07012257,0.0006596749,0.000004051784,0.8440729,0.0009114068,0.0005397502,0.00002389413,0.0001847554,0.08348094],"genre_scores_gemma":[0.01038394,0.00002911158,0.0005460207,0.953544,0.003960117,0.00005980612,0.0009838777,0.0001602513,0.03033292],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.109471,"threshold_uncertainty_score":0.99976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231438116883874,"score_gpt":0.2755279921745235,"score_spread":0.2532136110056848,"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."}}