{"id":"W4252847337","doi":"10.1016/j.oret.2019.05.019","title":"Correspondence","year":2019,"lang":"en","type":"letter","venue":"Ophthalmology Retina","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","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":[0.0006229393,0.0008373272,0.001129862,0.0004989513,0.0001072995,0.0000583107,0.001695255,0.003850354,0.022309],"category_scores_gemma":[0.0005820701,0.000832697,0.0003441978,0.0004459267,0.0005930153,0.0001071686,0.0004401953,0.005797025,0.374043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642202,"about_ca_system_score_gemma":0.0003304441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004460606,"about_ca_topic_score_gemma":1.482532e-7,"domain_scores_codex":[0.9948638,0.001010402,0.0005522654,0.001501827,0.0006970303,0.001374654],"domain_scores_gemma":[0.9957349,0.001150678,0.0006402312,0.002192829,0.0002161985,0.00006510526],"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":[0.00009901519,0.00002119531,0.005318763,0.0001230592,0.00007031579,0.04506641,0.00002861822,0.000001321707,0.000352038,0.00001567937,0.9488896,0.00001404823],"study_design_scores_gemma":[0.0002949573,0.0002944114,0.001645069,0.0001230159,0.00009197413,0.05181227,0.000004259532,0.00001122169,0.00006744405,0.0003202478,0.9444955,0.0008396051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02856538,0.0005071181,0.000002071909,0.5476678,0.006122889,0.001048598,0.0004814422,0.0004172104,0.4151875],"genre_scores_gemma":[0.003823229,0.00000372787,0.0002381169,0.4635493,0.004535338,0.0001063143,0.001215664,0.0005621265,0.5259662],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.351734,"threshold_uncertainty_score":0.9994124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648253186528804,"score_gpt":0.2957868734983723,"score_spread":0.2593043416330843,"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."}}