{"id":"W4394916724","doi":"10.1016/j.clae.2024.102156","title":"BCLA CLEAR Presbyopia: Evaluation and diagnosis","year":2024,"lang":"es","type":"review","venue":"Contact Lens and Anterior Eye","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Presbyopia; Optometry; Medicine; Ophthalmology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006737226,0.0006213699,0.001858265,0.0002069723,0.0002616848,0.000138065,0.00008091421,0.000438573,0.0004029569],"category_scores_gemma":[0.0002197983,0.0004385117,0.0002880047,0.0001328331,0.0002231005,0.0001443945,0.0002811276,0.000565593,0.0001971312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007537782,"about_ca_system_score_gemma":0.0001268914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003508211,"about_ca_topic_score_gemma":0.0000033102,"domain_scores_codex":[0.9976625,0.000277738,0.0006387139,0.0007519411,0.0002585318,0.0004105247],"domain_scores_gemma":[0.9990187,0.0002262489,0.0002202293,0.0002672456,0.0001154945,0.0001520388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002759339,0.0005574906,0.1263319,0.07760951,0.003290176,0.0004911268,0.001337552,7.871437e-9,0.0000565453,0.0002977892,0.003841582,0.7859104],"study_design_scores_gemma":[0.001840004,0.007505277,0.1688529,0.09849247,0.01793824,0.0003003916,0.0003965665,0.00008471226,0.00000547936,0.00003706559,0.7038084,0.0007385772],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.230303,0.7660708,3.794731e-7,0.0006036392,0.000850424,0.001282339,0.00008935231,0.00003728142,0.0007627878],"genre_scores_gemma":[0.2608457,0.7370037,0.000005360533,0.0001537183,0.0004887289,0.0002258925,0.00003582049,0.00004632965,0.001194807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7851718,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07678535173533126,"score_gpt":0.4280769239923323,"score_spread":0.351291572257001,"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."}}