{"id":"W3012318936","doi":"10.1016/j.ajo.2020.02.020","title":"Intermediate Outcomes of a Novel Standalone Ab Externo SIBS Microshunt With Mitomycin C","year":2020,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Toronto","funders":"Johnson and Johnson Vision Care; Allergan; Genentech; Leica Microsystems; Carl Zeiss Meditec AG; Aerie Pharmaceuticals","keywords":"Medicine; Glaucoma; Intraocular pressure; Hazard ratio; Glaucoma medication; Open angle glaucoma; Adverse effect; Ophthalmology; Mitomycin C; Retrospective cohort study; Trabeculectomy; Surgery; Medical record; Ocular hypertension; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667341,0.0006043965,0.0006672753,0.0005437077,0.0007186089,0.000802732,0.000462204,0.0005093752,0.005200793],"category_scores_gemma":[0.0005503742,0.000136822,0.001413232,0.0002786015,0.0004224545,0.0006780887,0.0006132147,0.001361419,0.00106955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310544,"about_ca_system_score_gemma":0.000564222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111841,"about_ca_topic_score_gemma":0.002596738,"domain_scores_codex":[0.9996799,0.00002003629,0.00003496668,0.00005437031,0.00007735955,0.0001334026],"domain_scores_gemma":[0.9995176,0.00008003722,0.00009924988,0.0000769312,0.00003176061,0.000194452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0643017,0.0148767,0.09504247,0.001150202,0.002389753,0.03954408,0.0009028519,0.006120714,0.1239116,0.002091013,0.009390122,0.6402788],"study_design_scores_gemma":[0.004044689,0.1491371,0.5383583,0.0008743709,0.003700417,0.157282,0.00140136,0.01854453,0.1002157,0.003205533,0.02276713,0.0004689371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915369,0.0009016978,0.003131032,0.0001892485,0.0002725433,0.00007127794,0.0004366959,0.0002084165,0.003252158],"genre_scores_gemma":[0.9938383,0.0003821655,0.001718442,0.0002157838,0.0001687286,0.0000681173,0.0009243566,0.00005735417,0.002626816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005200793,"threshold_uncertainty_score":0.01739842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653830570053607,"score_gpt":0.2879116459878987,"score_spread":0.2713733402873627,"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."}}