{"id":"W2112162705","doi":"10.1016/j.jcrs.2014.12.061","title":"Efficacy and safety of combined cataract surgery with 2 trabecular microbypass stents versus ab interno trabeculotomy","year":2015,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Cataract surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001357391,0.0003682245,0.001569837,0.0005572385,0.00006351027,0.00003042979,0.0001359627,0.0001686238,0.00003113688],"category_scores_gemma":[0.0009784141,0.0002591326,0.0005011461,0.0003665321,0.0002835371,0.0005373282,0.00003758767,0.000698187,0.000008702576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818264,"about_ca_system_score_gemma":0.0009850727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002396264,"about_ca_topic_score_gemma":0.00001572598,"domain_scores_codex":[0.99709,0.0002184623,0.001171103,0.0002869666,0.0008230772,0.0004104205],"domain_scores_gemma":[0.9947586,0.001898932,0.001495636,0.0003237802,0.0009509975,0.0005720718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2552342,0.004097552,0.6818307,0.0006026377,0.004478889,0.003606903,0.001600886,0.000009111682,0.01455665,0.00001405565,0.01265064,0.02131774],"study_design_scores_gemma":[0.01181452,0.002517913,0.9564987,0.001633537,0.001063267,0.001786463,0.001871552,0.000008748113,0.006930006,0.00001216016,0.01543601,0.0004270721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953204,0.002039354,0.0000792287,0.001152836,0.0006881749,0.000315685,0.00002034176,0.00001477647,0.0003692482],"genre_scores_gemma":[0.9983341,0.001054951,0.0001139735,0.0001441619,0.0001447698,0.00000326996,0.00007224033,0.00005160923,0.00008090784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274668,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905168103352781,"score_gpt":0.274743007561493,"score_spread":0.2456913265279652,"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."}}