{"id":"W2320240353","doi":"10.1097/ijg.0000000000000134","title":"Initial Clinical Experience With the CyPass Micro-Stent","year":2014,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"China Scholarship Council","keywords":"Medicine; Glaucoma; Hyphema; Intraocular pressure; Ophthalmology; Cohort; Cataract surgery; Glaucoma medication; Phacoemulsification; Surgery; Stent; Visual acuity; 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":[0.0006146872,0.0001212721,0.0003523661,0.00005593158,0.00008606255,0.00002471882,0.000211607,0.00007261873,0.00006331753],"category_scores_gemma":[0.0001755713,0.00005596401,0.0002252519,0.0001150109,0.0002773137,0.00007004244,0.00003118505,0.0004782377,0.0000224098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001950019,"about_ca_system_score_gemma":0.0001007221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006964307,"about_ca_topic_score_gemma":0.000007012457,"domain_scores_codex":[0.9986144,0.0001486212,0.0005134438,0.0001116798,0.0004110812,0.000200802],"domain_scores_gemma":[0.998822,0.0001983003,0.0003436905,0.0002225477,0.0002263511,0.0001871611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208357,0.0002470854,0.9842979,0.00001887084,0.00009472229,0.0002235592,0.000539999,5.128114e-8,0.001789516,0.0001557353,0.006026365,0.005397837],"study_design_scores_gemma":[0.002299887,0.002538661,0.9248285,0.000130594,0.0001359002,0.002711437,0.001063898,0.00004513951,0.0007193458,0.00004277942,0.06539849,0.00008532642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986661,0.0002056603,0.0008458552,0.009230769,0.0003808415,0.0001116197,3.643374e-7,0.000008538518,0.002555379],"genre_scores_gemma":[0.9956785,0.00004588832,0.0009408352,0.002368025,0.0006963205,0.000001878814,5.511141e-7,0.00001468114,0.0002532855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05946936,"threshold_uncertainty_score":0.2282146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959547400153644,"score_gpt":0.3223020107247052,"score_spread":0.3027065367231688,"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."}}