{"id":"W2068824315","doi":"10.1016/j.jcrs.2005.03.065","title":"Refractive expectations of patients having cataract surgery","year":2005,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cataract surgery; Optometry; Surgery; General surgery","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":[0.0005590301,0.0001821353,0.0002246193,0.0003868712,0.0003229284,0.0005197347,0.0001893325,0.0003563445,0.003143489],"category_scores_gemma":[0.006217069,0.000104871,0.0002800478,0.0003260834,0.0002380235,0.0003193869,0.00034637,0.0004987243,0.0004326525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368497,"about_ca_system_score_gemma":0.0005558933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806014,"about_ca_topic_score_gemma":0.002973134,"domain_scores_codex":[0.9994048,0.0001348689,0.00007861912,0.00003872285,0.0002034335,0.0001395432],"domain_scores_gemma":[0.9943224,0.00110207,0.00241811,0.00006507494,0.0004903396,0.001602041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214124,0.0000840596,0.9957862,0.00002107752,0.00001413389,0.0001765991,0.0003585107,0.00008108215,0.0001543803,0.00001667236,0.000275071,0.002910848],"study_design_scores_gemma":[0.00001499446,0.0005161578,0.9961247,0.00002006016,0.00001468054,0.001035452,0.001377253,0.0003000904,0.0000824087,0.00003654078,0.0004638596,0.00001391984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988742,0.0001239343,0.00003470369,0.0001258964,0.000007067433,0.000006860949,0.00008303708,0.000002176801,0.0007420405],"genre_scores_gemma":[0.9996396,0.00005908068,0.00004872871,0.00004849483,0.000006270453,0.000005106689,0.00007901376,6.054816e-7,0.0001129711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003143489,"threshold_uncertainty_score":0.01051605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646779425259025,"score_gpt":0.3489396767034714,"score_spread":0.3124718824508811,"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."}}