{"id":"W4288176567","doi":"10.1007/s00417-022-05779-3","title":"Evaluation of IOL power calculation with the Kane formula for pediatric cataract surgery","year":2022,"lang":"en","type":"article","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cataract surgery; Medicine; Intraocular lens power calculation; Intraocular lens; Mean squared prediction error; Ophthalmology; Mean difference; Mathematics; Visual acuity; Keratometer; Statistics; Internal medicine; Confidence interval","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":[0.005726219,0.0009114119,0.001040148,0.003373838,0.0005030322,0.001959517,0.001195221,0.0006953517,0.004084753],"category_scores_gemma":[0.03732291,0.0004317202,0.001121123,0.001719727,0.000464605,0.001402707,0.001200768,0.0007032536,0.001023845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032305,"about_ca_system_score_gemma":0.001195019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386896,"about_ca_topic_score_gemma":0.001661083,"domain_scores_codex":[0.9945523,0.002026801,0.0006797477,0.0003901888,0.002220204,0.0001308403],"domain_scores_gemma":[0.9807755,0.01216971,0.001296699,0.001447668,0.004104857,0.0002056002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003499469,0.000267665,0.2710234,0.001033519,0.0004833939,0.0008104789,0.001073649,0.01979677,0.01209562,0.005503218,0.005325449,0.6790874],"study_design_scores_gemma":[0.0006352727,0.003446723,0.45165,0.001132239,0.001408161,0.01316036,0.001569562,0.4195483,0.07169209,0.008503418,0.02677516,0.0004785938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679416,0.01160815,0.2796786,0.0007882114,0.0004957914,0.0006739097,0.0017764,0.003633086,0.02192981],"genre_scores_gemma":[0.8970472,0.001056421,0.09910004,0.0000825543,0.00003740048,0.0002502125,0.0004134034,0.0006442824,0.001368332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726219,"threshold_uncertainty_score":0.03028351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536550062355304,"score_gpt":0.4609097914469322,"score_spread":0.3072547852114017,"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."}}