{"id":"W2404915560","doi":"10.1016/j.ophtha.2014.06.020","title":"Author reply","year":2014,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Endophthalmitis; Scopus; Gatifloxacin; Antibiotics; Ophthalmology; Univariate analysis; Surgery; MEDLINE; Multivariate analysis; Internal medicine; Ciprofloxacin; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008238733,0.0002341549,0.0005054885,0.0001702146,0.0000627953,0.000009702995,0.00007153647,0.0008345345,0.002392862],"category_scores_gemma":[0.00006373863,0.0001917458,0.0002207809,0.00008770578,0.00007842699,0.0000129625,0.00003433728,0.0009708457,0.001967069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000755088,"about_ca_system_score_gemma":0.00006794062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019509,"about_ca_topic_score_gemma":1.021729e-7,"domain_scores_codex":[0.9988186,0.0000930984,0.0002118297,0.0004187096,0.0001437704,0.0003139718],"domain_scores_gemma":[0.9990005,0.00006609462,0.0001038366,0.0007015875,0.00006773273,0.00006027756],"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":[0.00001139005,0.00005830544,0.008607606,0.00008603971,0.0002478735,0.0252613,0.000004766653,8.97586e-8,0.000009949277,0.00001859079,0.9654432,0.0002509051],"study_design_scores_gemma":[0.0004708367,0.0005871791,0.002715077,0.00004100786,0.0002825115,0.06685337,6.492872e-7,0.000002525856,0.000032568,0.0002534425,0.9286246,0.000136248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01372497,0.0001346874,0.00001869829,0.8537024,0.001240389,0.0003329488,0.0000117527,0.0000827904,0.1307514],"genre_scores_gemma":[0.03319511,0.000003075917,0.0007089281,0.7452185,0.004163231,0.0000824382,0.0007953626,0.00008842829,0.2157449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1084839,"threshold_uncertainty_score":0.99881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715156066771224,"score_gpt":0.3362320757130108,"score_spread":0.2890805150452986,"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."}}