{"id":"W2763507319","doi":"10.1097/ijg.0000000000000799","title":"Episcleral Venous Outflow: A Potential Outcome Marker for iStent Surgery","year":2017,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Odds ratio; Glaucoma; Intraocular pressure; Retrospective cohort study; Confidence interval; Phacoemulsification; Ophthalmology; Cohort; Surgery; Internal medicine; Visual acuity","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":[0.000693873,0.0001819053,0.0007215787,0.0001714409,0.0003110192,0.00009185962,0.0002532868,0.0001188721,0.00009549836],"category_scores_gemma":[0.0006326669,0.0001310879,0.0009440483,0.00003435465,0.0001184897,0.0001732812,0.00005150888,0.0002869489,0.00001975362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006593721,"about_ca_system_score_gemma":0.0001637275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003108545,"about_ca_topic_score_gemma":0.00000823615,"domain_scores_codex":[0.9982755,0.0000391459,0.0007626446,0.0001463447,0.0004173668,0.0003590199],"domain_scores_gemma":[0.998076,0.0001044309,0.0008219698,0.0003954699,0.0003417886,0.0002603448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001878843,0.000446132,0.9777052,0.0001536975,0.0002420955,0.0008179113,0.00005801498,6.859118e-8,0.001174384,0.00004292863,0.01110917,0.006371561],"study_design_scores_gemma":[0.002411891,0.0007169682,0.9771937,0.0001999014,0.0003277062,0.001972999,0.00008788271,0.0001551026,0.00007789821,0.0002426532,0.01646975,0.0001435949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865605,0.0004467182,0.0005380388,0.009425099,0.001985464,0.0002545876,0.000007552572,0.00001236348,0.0007697217],"genre_scores_gemma":[0.9952347,0.00006803696,0.001259747,0.0004790071,0.0008285555,0.000004337412,0.000004491521,0.00003425297,0.002086906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008946092,"threshold_uncertainty_score":0.5345608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198089891716974,"score_gpt":0.3064653811816861,"score_spread":0.2744844822645164,"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."}}