{"id":"W2021591593","doi":"10.1007/s10384-013-0287-z","title":"Comparison of 2007–2012 Korean trends in laser peripheral iridotomy and cataract surgery rates","year":2013,"lang":"en","type":"article","venue":"Japanese Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cataract surgery; Ophthalmology; Glaucoma; Incidence (geometry); Cataract extraction; Population; Quarter (Canadian coin); Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005794035,0.000254658,0.0002982529,0.001980119,0.0002414109,0.0005920474,0.0004446836,0.0004631641,0.002236005],"category_scores_gemma":[0.001280655,0.0003101675,0.001239794,0.003657394,0.0001631035,0.0007496632,0.000474273,0.0005266562,0.0004067098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009723508,"about_ca_system_score_gemma":0.00102648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0281072,"about_ca_topic_score_gemma":0.03814643,"domain_scores_codex":[0.9994529,0.0000426075,0.0001520969,0.0001371826,0.00005728885,0.0001578139],"domain_scores_gemma":[0.9981652,0.0001218611,0.0008897014,0.00007815776,0.0005416616,0.0002034211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004082278,0.00003081899,0.994286,0.00006617625,0.0001785224,0.00009664422,0.0001018042,0.0001178373,0.0004078654,0.00007071032,0.0009364743,0.003298919],"study_design_scores_gemma":[0.000005255872,0.00004186981,0.9986559,0.00000931905,0.00005264955,0.000166653,0.0003628223,0.0001159359,0.000080083,0.000006194484,0.0004978306,0.000005344677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894547,0.0006980926,0.0001147445,0.0001195841,0.00002645632,0.00001501798,0.00817275,0.00001952807,0.001379219],"genre_scores_gemma":[0.9902957,0.0004664018,0.0001303124,0.00009833567,0.00001510408,0.00001850743,0.008502975,0.00001067418,0.0004619942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0281072,"threshold_uncertainty_score":0.05588716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146325125053498,"score_gpt":0.3404976470423066,"score_spread":0.3090343957917716,"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."}}