{"id":"W1979896347","doi":"10.1111/j.1475-1313.2005.00351.x","title":"Prescribing spectacles: reasons for failure of spectacle lens acceptance","year":2005,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medical prescription; Refractive error; Medicine; Optometry; Lens (geology); Spectacle; Ophthalmology; Eye disease; 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":[0.00009276203,0.0001727315,0.0004495466,0.00002996296,0.0001247169,0.000006395344,0.00007500956,0.0001167649,0.0001171342],"category_scores_gemma":[0.0001565646,0.000124752,0.0001251473,0.00008268591,0.000271071,0.00008642257,0.00007584092,0.0001592553,0.000008859871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831509,"about_ca_system_score_gemma":0.00001917976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001956052,"about_ca_topic_score_gemma":3.636957e-7,"domain_scores_codex":[0.9990793,0.00002472906,0.0002446303,0.0002819921,0.00009085354,0.0002784341],"domain_scores_gemma":[0.9994056,0.0001654013,0.00009470066,0.0001740341,0.00008006785,0.00008018746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004755244,0.008161485,0.2685584,0.002025449,0.001395614,0.0001512382,0.002251649,0.000245296,0.6244482,0.06662048,0.01464737,0.006739647],"study_design_scores_gemma":[0.004784067,0.01355078,0.9506454,0.0004299715,0.0004642156,0.0008725072,0.001712332,0.002235397,0.01787218,0.004450819,0.002292448,0.0006898403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943978,0.0004889519,0.00007365074,0.0009439758,0.00005121991,0.0004179488,0.00002986735,0.00003289535,0.003563681],"genre_scores_gemma":[0.9876935,0.0002371343,0.01099378,0.0001603951,0.0002906827,0.00002165044,0.00001658074,0.00001236372,0.0005738906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820871,"threshold_uncertainty_score":0.508724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07671978861118717,"score_gpt":0.3492750480635544,"score_spread":0.2725552594523672,"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."}}