{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00239413,0.0001484085,0.0004666852,0.00008390282,0.000410797,0.000003324494,0.00006741202,0.00005817914,0.000106237],"category_scores_gemma":[0.0002729463,0.00009540721,0.0002509269,0.00008869661,0.0003625749,0.00004048525,0.0001143826,0.0001625548,9.290389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002498346,"about_ca_system_score_gemma":0.000120915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001931739,"about_ca_topic_score_gemma":5.501025e-7,"domain_scores_codex":[0.9983184,0.0003723319,0.0004612215,0.0003210024,0.0002847268,0.000242297],"domain_scores_gemma":[0.9975482,0.001853605,0.0002287145,0.0001627415,0.0001344895,0.00007225333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01549277,0.004039158,0.9692837,0.0001582636,0.0008134393,0.00002681054,0.001336904,0.00006112972,0.0007434954,0.001349913,0.005745692,0.0009487332],"study_design_scores_gemma":[0.008090029,0.03248429,0.9474893,0.0000159769,0.001267613,0.001611876,0.002010589,0.001337981,0.0006232083,0.004062009,0.0007262385,0.0002809102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955745,0.00123201,0.00009948669,0.0007259317,0.000297363,0.001740205,0.00012901,0.000009114909,0.0001923549],"genre_scores_gemma":[0.99802,0.00001644379,0.0003226698,0.0001747845,0.000134715,0.001010113,0.0002215826,0.00001676152,0.00008294023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02844513,"threshold_uncertainty_score":0.3890593,"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."}}