{"id":"W3126488299","doi":"10.1016/j.jcjo.2021.01.007","title":"Profile of glaucoma surgical and laser procedures in Alberta from 2003 to 2018","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Glaucoma; Optometry; Ophthalmology; Medicine; Surgical procedures; Glaucoma surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003047553,0.0002141814,0.0002762619,0.002238104,0.001560931,0.001250704,0.001050806,0.0008165991,0.00406072],"category_scores_gemma":[0.001535884,0.0002448269,0.0003713857,0.004517735,0.0004974951,0.0004268763,0.0007953782,0.001132757,0.0007300712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072547,"about_ca_system_score_gemma":0.019993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.892193,"about_ca_topic_score_gemma":0.9547219,"domain_scores_codex":[0.9988068,0.00003395476,0.00008395713,0.00006428394,0.0005804672,0.0004305524],"domain_scores_gemma":[0.9975168,0.0001080299,0.0004671217,0.00002379731,0.001020473,0.000863811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002420834,0.0001160213,0.9432861,0.0001427021,0.00008405134,0.005838848,0.001097437,0.0004834284,0.000929865,0.000569363,0.03171448,0.01549561],"study_design_scores_gemma":[0.000009309416,0.00004679392,0.9728597,0.0001918582,0.00004258957,0.004730396,0.005106345,0.0003224113,0.0001494973,0.0001157793,0.01639225,0.00003313159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948636,0.008487407,0.0003552027,0.01122705,0.0004110701,0.00008497141,0.02795182,0.000151127,0.05646778],"genre_scores_gemma":[0.9626072,0.005150114,0.0003703494,0.00442215,0.0001667656,0.00003188005,0.01180251,0.00003663899,0.01541237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107807,"threshold_uncertainty_score":0.2168838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399787690778612,"score_gpt":0.2534523149081923,"score_spread":0.2394544380004062,"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."}}