{"id":"W4281564454","doi":"10.1167/iovs.63.5.34","title":"Choroidal Thickening During Young Adulthood and Baseline Choroidal Thickness Predicts Refractive Error Change","year":2022,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Women and Infants Research Foundation; National Health and Medical Research Council; University of Notre Dame; Medical Research Council; Murdoch University; University of Notre Dame Australia; Alcon Research Institute; Edith Cowan University; Curtin University of Technology; Ophthalmic Research Institute of Australia; Canadian Institutes of Health Research; Raine Medical Research Foundation","keywords":"Choroid; Dioptre; Medicine; Ophthalmology; Refractive error; Confidence interval; Optical coherence tomography; Visual acuity; Optics; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033514,0.0002990612,0.0002946744,0.0004857078,0.0002733388,0.0004395062,0.0002056967,0.0004989759,0.001135167],"category_scores_gemma":[0.002440515,0.0002540871,0.000393183,0.000371016,0.0001718586,0.0004374347,0.0003277558,0.0004310536,0.0002198532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821645,"about_ca_system_score_gemma":0.0002172029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457317,"about_ca_topic_score_gemma":0.004645399,"domain_scores_codex":[0.9998215,0.00003334449,0.00002069191,0.00006143633,0.000030011,0.00003297608],"domain_scores_gemma":[0.9986919,0.0002450969,0.000677276,0.00008661001,0.0001183772,0.0001807712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007639259,0.000017797,0.9989115,0.000004450935,0.00001982449,0.00004152668,0.00003359375,0.00001782187,0.0001425965,0.000005341952,0.00001939305,0.0007098219],"study_design_scores_gemma":[0.000001447691,0.00006416041,0.9995938,0.000003299126,0.00001349176,0.0001193845,0.00005009896,0.0000723942,0.00003669788,0.000008676825,0.00003585516,8.485891e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991854,0.00040334,0.00004967342,0.00002070424,0.000005245251,0.000002450319,0.0001621918,0.000002832087,0.0001682245],"genre_scores_gemma":[0.999488,0.0001211444,0.00007325224,0.000009433257,0.000006907049,0.000003186007,0.0001620758,0.000001033183,0.000135017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457317,"threshold_uncertainty_score":0.008862734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06036138069969788,"score_gpt":0.3660618831683002,"score_spread":0.3057005024686023,"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."}}