{"id":"W4251273055","doi":"10.1016/j.ophtha.2014.07.022","title":"Author reply","year":2015,"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; General surgery; Population; MEDLINE; Surgery; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001027734,0.0002290212,0.0004833652,0.0001748621,0.00004470768,0.000009472716,0.00007003923,0.0008299456,0.00172174],"category_scores_gemma":[0.00008873828,0.0001867731,0.0001717708,0.0001117903,0.00007716934,0.00001878541,0.00004633535,0.0009883665,0.001845622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480017,"about_ca_system_score_gemma":0.0002009137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001392209,"about_ca_topic_score_gemma":1.594279e-7,"domain_scores_codex":[0.9988219,0.00007919369,0.0002029689,0.000393303,0.0001954461,0.0003071883],"domain_scores_gemma":[0.998982,0.00003620872,0.00009393277,0.0006567989,0.0001416712,0.0000894624],"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":[0.00001632814,0.00007291562,0.006106105,0.00005020001,0.0002487653,0.04789794,0.000009548246,8.342869e-8,0.000004829595,0.00000709836,0.9453641,0.0002221453],"study_design_scores_gemma":[0.0005905185,0.0006449652,0.001411728,0.00003173519,0.0002883537,0.06389803,0.000002153566,0.000001285627,0.0000171316,0.00041985,0.932561,0.0001332279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01829294,0.0004028266,0.000003675186,0.7990912,0.001810092,0.0004015439,0.00003611255,0.00009027233,0.1798713],"genre_scores_gemma":[0.01475703,0.000004115049,0.0008773032,0.5393831,0.004759847,0.0001029545,0.00143222,0.0001106442,0.4385728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2597081,"threshold_uncertainty_score":0.9991908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699560459146994,"score_gpt":0.3547586134300795,"score_spread":0.2848025675153801,"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."}}