{"id":"W2782269908","doi":"10.1097/ijg.0000000000000864","title":"Case Report: Xen Ab Interno Gel Stent Use in a Refractory Glaucoma Patient With Previous Filtration Surgeries","year":2018,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Glaucoma; Refractory (planetary science); Trabeculectomy; Intraocular pressure; Ophthalmology; Stent; Open angle glaucoma; Surgery; Materials science","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":[0.0004528694,0.0002550032,0.0006006681,0.0003678577,0.0000831472,0.00006525994,0.0001018089,0.0001268974,0.0001076264],"category_scores_gemma":[0.0003921731,0.0001715364,0.0002019547,0.0002762286,0.0002011619,0.000450078,0.00004195505,0.0004669017,0.00001096988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900419,"about_ca_system_score_gemma":0.0002697835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004430148,"about_ca_topic_score_gemma":0.0009845145,"domain_scores_codex":[0.9975139,0.0001434694,0.001193492,0.0002463043,0.000573357,0.0003295096],"domain_scores_gemma":[0.9976278,0.000130758,0.0009832046,0.0003794924,0.0006291129,0.0002496651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002411616,0.000561457,0.7801777,0.0000713728,0.0001224685,0.2093062,0.001275187,4.193083e-8,0.0009825521,0.00001293575,0.002037771,0.003040686],"study_design_scores_gemma":[0.001686347,0.004811588,0.6281551,0.0008058418,0.0001436417,0.3541605,0.001120477,0.00005391596,0.0008383241,0.00002014453,0.008027034,0.0001772145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973952,0.0005209661,0.0001639987,0.0004970477,0.0004613332,0.000386808,0.000003615414,0.00002226766,0.0005487527],"genre_scores_gemma":[0.9978324,0.0001060127,0.001122032,0.0002860271,0.0002544656,0.000007604585,0.00000766762,0.00003731749,0.0003464413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520227,"threshold_uncertainty_score":0.6995052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168258355376871,"score_gpt":0.2541325870867948,"score_spread":0.2373067515491077,"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."}}