{"id":"W4372202772","doi":"10.1016/j.ajo.2023.05.005","title":"A Simplified Method to Minimize Systematic Bias of Single-Optimized Intraocular Lens Power Calculation Formulas","year":2023,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Intraocular lens; Keratometer; Refraction; Lens (geology); Mathematics; Exponential function; Position (finance); Cataracts; Intraocular lens power calculation; Constant (computer programming); Power (physics); Optics; Ophthalmology; Medicine; Cornea; Computer science; Mathematical analysis; Physics; Thermodynamics","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":[0.004243396,0.001334275,0.0008535905,0.001757538,0.0005272736,0.001584536,0.001615125,0.0005004425,0.003525936],"category_scores_gemma":[0.02862266,0.0007332469,0.000804381,0.001204102,0.0004152977,0.001107023,0.001841923,0.001055549,0.001736677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008908364,"about_ca_system_score_gemma":0.002462902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508144,"about_ca_topic_score_gemma":0.004999131,"domain_scores_codex":[0.996031,0.0008631531,0.0003857411,0.000638298,0.001945723,0.0001360764],"domain_scores_gemma":[0.9911547,0.002717197,0.001327257,0.002085388,0.002621387,0.00009412977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000351501,0.0001371131,0.01073134,0.0004735953,0.0002601062,0.0002439172,0.0002989852,0.08588548,0.05071802,0.01095809,0.006861221,0.8330805],"study_design_scores_gemma":[0.0001265569,0.0003100958,0.009329824,0.00009536464,0.0001866165,0.0007206604,0.00005960237,0.8790752,0.07590234,0.005728803,0.02832318,0.0001418097],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008957388,0.0001943864,0.9871526,0.00007192852,0.00004503783,0.0001111004,0.0001148284,0.002672607,0.0006800545],"genre_scores_gemma":[0.08156399,0.0001607521,0.9152325,0.00008295605,0.00005131007,0.0003717634,0.0003295567,0.001084555,0.001122498],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004508144,"threshold_uncertainty_score":0.02244145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08261335856740035,"score_gpt":0.3944380038701685,"score_spread":0.3118246453027681,"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."}}