{"id":"W2325019060","doi":"10.1097/ijg.0000000000000375","title":"Same-Day Bilateral Glaucoma Laser Treatments in Ontario","year":2016,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Population; Ophthalmology; Surgery; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360204,0.0002384655,0.000585251,0.0003625395,0.00004035836,0.00001896652,0.0001678392,0.0001405988,0.0008047471],"category_scores_gemma":[0.0000871231,0.0001277272,0.0003186717,0.0001731907,0.0000830201,0.000230099,0.00003623495,0.0003390414,0.0001138731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540896,"about_ca_system_score_gemma":0.0003302315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110468,"about_ca_topic_score_gemma":0.01502456,"domain_scores_codex":[0.9981495,0.00009489308,0.0007259479,0.0001887371,0.0004420368,0.0003989205],"domain_scores_gemma":[0.9989336,0.0001083839,0.0003032018,0.0002412685,0.0001362183,0.0002773866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008745225,0.0005084484,0.9826033,0.0000132213,0.000147898,0.001533058,0.0003818628,7.537535e-9,0.006761229,0.00003067329,0.001871266,0.005274485],"study_design_scores_gemma":[0.007009526,0.001347016,0.9713643,0.0005350122,0.0001421374,0.001293656,0.0000781323,0.000003234851,0.002103925,0.0005083018,0.01545837,0.0001563431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929285,0.000214613,0.00003538979,0.003994324,0.0004984353,0.0001963159,0.000002397214,0.00001462965,0.002115385],"genre_scores_gemma":[0.987631,0.00008692656,0.000555071,0.0004737438,0.0001507749,0.000003453335,0.00000225515,0.00002908329,0.01106767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358711,"threshold_uncertainty_score":0.8811417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117298701497659,"score_gpt":0.2447407267930062,"score_spread":0.2330108566432403,"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."}}