{"id":"W4390863857","doi":"10.14479/jkoos.2023.28.4.359","title":"Usefulness of Subjective Refraction Based on Measuring the Far Point of Ametropia","year":2023,"lang":"en","type":"article","venue":"Journal of Korean Ophthalmic Optics Society","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refraction; Point (geometry); Optometry; Optics; Subjective refraction; Geology; Computer science; Physics; Medicine; Mathematics; Geometry; Refractive error; Visual acuity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009782424,0.0001458184,0.0003025494,0.000138441,0.00006492043,0.00002801712,0.000228722,0.00009687088,0.000007023958],"category_scores_gemma":[0.0001801547,0.0001081211,0.0003698666,0.0007383667,0.0000926612,0.0001183156,0.00001908037,0.0004834572,0.000001878732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259594,"about_ca_system_score_gemma":0.00006747239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001640357,"about_ca_topic_score_gemma":3.121649e-7,"domain_scores_codex":[0.9986993,0.00005290113,0.0005089938,0.00008926466,0.0004597861,0.0001897329],"domain_scores_gemma":[0.9986019,0.000416754,0.0003672282,0.0002132988,0.0003443373,0.00005655178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004107656,0.0005512487,0.02223693,0.002291336,0.001472518,0.0000820812,0.01002915,0.6492802,0.2917429,0.0001252334,0.001447625,0.02032998],"study_design_scores_gemma":[0.001246438,0.000565618,0.02130492,0.0007815998,0.0002224292,0.0001745542,0.007311817,0.3904128,0.5769866,0.0005521176,0.0001073584,0.0003338382],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921064,0.0002388175,0.006164385,0.00004684899,0.0004468515,0.00007527084,0.00001203642,0.00004223748,0.0008671234],"genre_scores_gemma":[0.9960217,0.0002644568,0.003528843,0.00001838493,0.0001058108,0.000001580612,0.00000222487,0.00003720741,0.00001975625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852436,"threshold_uncertainty_score":0.4409049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819108754794786,"score_gpt":0.2518480266633625,"score_spread":0.2236569391154147,"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."}}