{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620881,0.0001896586,0.0002107245,0.001308127,0.001114842,0.0006077011,0.0007159069,0.0003356087,0.004118389],"category_scores_gemma":[0.001563951,0.0002549041,0.0006284482,0.002661994,0.0003971739,0.0003645789,0.0006169733,0.0004130672,0.0003159651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01843563,"about_ca_system_score_gemma":0.0203593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9640221,"about_ca_topic_score_gemma":0.9842184,"domain_scores_codex":[0.9989932,0.00002752542,0.00005857618,0.0001072661,0.000592111,0.0002213125],"domain_scores_gemma":[0.9975706,0.00009061992,0.001179747,0.00004198428,0.000675932,0.0004410513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001203135,0.00005402858,0.9709643,0.000349755,0.0001169317,0.00035586,0.0008639356,0.0002252995,0.001049159,0.0002480304,0.005900973,0.01975142],"study_design_scores_gemma":[0.000007948521,0.00001879927,0.9965237,0.00004280104,0.00001477873,0.0001551869,0.0002314089,0.0001219613,0.00005302166,0.00001462976,0.002810592,0.000005094471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969312,0.004003348,0.0003101957,0.001477264,0.00004868194,0.00009053057,0.01404403,0.00006677509,0.01064724],"genre_scores_gemma":[0.9914484,0.001937197,0.0003852046,0.00029948,0.00002735327,0.00004713685,0.002719996,0.00001731999,0.003118024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0359779,"threshold_uncertainty_score":0.1337605,"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."}}