{"id":"W2174790010","doi":"","title":"An international survey of contact lens prescribing for presbyopia","year":2010,"lang":"en","type":"article","venue":"Own your potential (DEAKIN)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Presbyopia; Contact lens; Optometry; Medicine; Near vision; Lens (geology); Ophthalmology; Visual acuity; Optics","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":[0.0004526511,0.0001463364,0.0003041338,0.00008952122,0.0001052848,0.000017844,0.0001719354,0.0001467522,0.0003758623],"category_scores_gemma":[0.0004025078,0.0001240068,0.0001158575,0.00005811193,0.00009316356,0.0002405803,0.00006046458,0.0002169028,0.00001175136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264138,"about_ca_system_score_gemma":0.00006028771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008233622,"about_ca_topic_score_gemma":0.00009779117,"domain_scores_codex":[0.9989426,0.00005689329,0.0002931604,0.0002633671,0.0001972351,0.0002467494],"domain_scores_gemma":[0.9990663,0.00008053673,0.0001433964,0.0002639773,0.0003633715,0.0000824514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844549,0.001227069,0.7938482,0.00008376309,0.0004494262,0.0000237663,0.000181296,0.00000669769,0.1982399,0.00200688,0.0009985834,0.001089861],"study_design_scores_gemma":[0.001928614,0.001737171,0.9884738,0.00003607349,0.0001225977,0.00007270115,0.00002757362,0.0007165068,0.004952935,0.00004772608,0.001761483,0.0001227564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957715,0.00001353254,0.0005709508,0.0002901147,0.001785441,0.0004627699,0.0001664531,0.00003900969,0.0009002694],"genre_scores_gemma":[0.9979736,0.000005766304,0.0007179169,0.00009726088,0.0004179682,0.00002323679,0.0002279808,0.00002146557,0.0005147945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1946256,"threshold_uncertainty_score":0.505685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682966058494328,"score_gpt":0.3848077157880617,"score_spread":0.3165111099386289,"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."}}