{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008374202,0.0003762157,0.0003393439,0.0009801848,0.0002236497,0.0006364823,0.0001748203,0.0003470463,0.0009664075],"category_scores_gemma":[0.004315319,0.00008928248,0.0003503058,0.0008119971,0.000308706,0.0004314639,0.000438874,0.0004391707,0.0001210721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693696,"about_ca_system_score_gemma":0.0003244322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004669244,"about_ca_topic_score_gemma":0.0006056126,"domain_scores_codex":[0.9994525,0.0001867702,0.0000743345,0.00007237533,0.0001326846,0.00008125785],"domain_scores_gemma":[0.9964672,0.0007032198,0.002167216,0.000128605,0.0002441888,0.0002895354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008730237,0.00001425739,0.9981301,0.000009868651,0.00001655941,0.00003977396,0.00000932057,0.00003170576,0.0001232031,0.00001791188,0.00001896883,0.001501159],"study_design_scores_gemma":[0.000005466357,0.0002282912,0.9979778,0.00002418582,0.00003373847,0.000666648,0.00008227464,0.0005117882,0.0002301476,0.0000734784,0.0001608968,0.000005292796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981566,0.0006489301,0.0004209957,0.00006140754,0.00001414455,0.00000882366,0.0002351456,0.000003280506,0.0004506941],"genre_scores_gemma":[0.9994217,0.0001158635,0.000172802,0.00001056687,0.00002205258,0.000006263266,0.0001906586,7.332509e-7,0.00005929203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009801848,"threshold_uncertainty_score":0.004428744,"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."}}