{"id":"W3094077241","doi":"10.1097/ijg.0000000000001716","title":"Three-Year Outcomes of Second-generation Trabecular Micro-bypass Stents (iStent inject) With Phacoemulsification in Various Glaucoma Subtypes and Severities","year":2020,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; Phacoemulsification; Glaucoma; Ophthalmology; Intraocular pressure; Glaucoma medication; Concomitant; Visual acuity; Nerve fiber layer; Cataract surgery; Surgery","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":[0.0004039615,0.0002454844,0.0003044893,0.0004842812,0.0004739137,0.0004206548,0.0001957943,0.000355335,0.0006977035],"category_scores_gemma":[0.0008610319,0.0001334966,0.0006532238,0.0003149117,0.0003603873,0.0003579838,0.0003328092,0.0002923952,0.000147766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027174,"about_ca_system_score_gemma":0.0004262268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758472,"about_ca_topic_score_gemma":0.001786564,"domain_scores_codex":[0.999719,0.00003473946,0.00004968933,0.00004747312,0.00008973231,0.00005937735],"domain_scores_gemma":[0.9993074,0.00009432709,0.0003419673,0.00009170963,0.00005887709,0.0001057092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006081521,0.0004000365,0.9722615,0.00003147482,0.0001238784,0.007377008,0.0001734665,0.0001406083,0.003815729,0.00004543315,0.00009843357,0.01492427],"study_design_scores_gemma":[0.00007741914,0.005058418,0.911991,0.00002754033,0.0002240913,0.07713709,0.0004411088,0.0008318724,0.003562889,0.00006253023,0.0005607369,0.0000253415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995907,0.0001601169,0.00006747821,0.0000062172,0.000001892507,0.000004636713,0.00001922615,0.000001895728,0.0001477396],"genre_scores_gemma":[0.9996933,0.00007699654,0.00007933506,0.000009797306,0.000004859361,0.000004172739,0.00006465587,8.558733e-7,0.00006614396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000758472,"threshold_uncertainty_score":0.002921939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601244162555144,"score_gpt":0.2333940984819276,"score_spread":0.2173816568563761,"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."}}