{"id":"W4381619398","doi":"10.1016/j.ajo.2023.06.009","title":"All Consecutive Ab Externo SIBS Microshunt Implantations With Mitomycin C: One-Year Outcomes and Risk Factors for Failure","year":2023,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Prism Eye Institute; University of Toronto","funders":"","keywords":"Medicine; Phacoemulsification; Glaucoma; Refractory (planetary science); Glaucoma medication; Intraocular pressure; Surgery; Retrospective cohort study; Adverse effect; Ophthalmology; Hazard ratio; Glaucoma surgery; Medical record; Visual acuity; Confidence interval; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001483909,0.0001624004,0.0005851153,0.0002373935,0.00007774039,0.00001218669,0.00008521993,0.00004540288,0.00003865078],"category_scores_gemma":[0.0001482689,0.0001072374,0.00013375,0.0001986063,0.000482335,0.00004716803,0.00002178224,0.000245368,0.000007089773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002375435,"about_ca_system_score_gemma":0.0001076471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299771,"about_ca_topic_score_gemma":0.000009143473,"domain_scores_codex":[0.9989977,0.00009018585,0.0003116258,0.0001689058,0.0001430566,0.0002884894],"domain_scores_gemma":[0.9984642,0.0006384625,0.0004388474,0.0001114211,0.0001694863,0.0001775633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007556542,0.00007648477,0.9947554,0.00002356959,0.0007223038,0.0007790818,0.0009738756,0.000002471169,0.001196975,0.00003109463,0.0005084364,0.0001746303],"study_design_scores_gemma":[0.001943508,0.004557828,0.9672456,0.00004802821,0.000487225,0.01373897,0.01121243,0.000005598653,0.0002270177,0.0001171915,0.0002930821,0.0001234557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972748,0.0000624665,0.0001053689,0.002010019,0.0000920888,0.0002347486,0.00007092078,0.00001315633,0.000136417],"genre_scores_gemma":[0.9964275,0.0001105971,0.003118475,0.00009791231,0.00003431159,0.000005149527,0.00001951306,0.00002529851,0.0001612607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02750975,"threshold_uncertainty_score":0.4373014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805968034381791,"score_gpt":0.3079224008730347,"score_spread":0.2898627205292168,"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."}}