{"id":"W4397040524","doi":"10.1111/opo.13332","title":"Suitability of multifunction devices Myah and Myopia Master for monitoring myopia progression in children and adults","year":2024,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Repeatability; Reproducibility; Intraclass correlation; Cycloplegia; Limits of agreement; Medicine; Optometry; Standard deviation; Ophthalmology; Refractive error; Mathematics; Nuclear medicine; Eye disease; Statistics","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":[0.0001437094,0.0001361662,0.0002940396,0.00003998049,0.0000602269,0.00001166645,0.00002198009,0.0001334688,0.0000056525],"category_scores_gemma":[0.00006325833,0.00008778891,0.00003379339,0.00006369453,0.0001927458,0.00007162355,0.00007903689,0.0001328,5.09431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009678841,"about_ca_system_score_gemma":0.000008337324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008685859,"about_ca_topic_score_gemma":1.72879e-7,"domain_scores_codex":[0.9992425,0.00003175322,0.000200685,0.0003053331,0.00006018893,0.0001594862],"domain_scores_gemma":[0.9996287,0.0001731961,0.00003708624,0.00006928078,0.00003433508,0.00005745198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005337554,0.000225179,0.987583,0.0008841521,0.00005389474,0.000003561728,0.00022432,9.345397e-7,0.003546814,0.0001053426,0.000005044446,0.006834036],"study_design_scores_gemma":[0.0008185101,0.003358446,0.9932133,0.0006229228,0.00005607664,0.00006063332,0.0001687457,0.0009361442,0.0003208716,0.000349927,0.000004823816,0.00008959517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965184,0.002689739,0.000006849074,0.0001014607,0.00009566689,0.0005255626,0.00001339288,0.00001839281,0.00003056254],"genre_scores_gemma":[0.9983978,0.0004865498,0.0009107728,0.00001242777,0.00009661905,0.00003262439,0.00001609915,0.000006952299,0.00004011296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006744441,"threshold_uncertainty_score":0.3579928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131397562685622,"score_gpt":0.3652890791560685,"score_spread":0.3139751035292123,"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."}}