{"id":"W2048120770","doi":"10.1097/00006324-200308000-00012","title":"The Manifestation of Noncycloplegic Refractive State in Pre-School Children is Dependent on Autorefractor Design","year":2003,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Autorefractor; Retinoscopy; Cycloplegia; Accommodation; Optometry; Refractive error; Fixation (population genetics); Psychology; Mathematics; Medicine; Ophthalmology; Eye disease; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003202,0.0003085425,0.000187413,0.0004882126,0.00018949,0.0003225143,0.00018612,0.0002314826,0.001578049],"category_scores_gemma":[0.003645616,0.0001641407,0.0001954271,0.0002778879,0.000451114,0.0003278827,0.0002052367,0.0002183461,0.0002690681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363261,"about_ca_system_score_gemma":0.0002862858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205358,"about_ca_topic_score_gemma":0.003658224,"domain_scores_codex":[0.9995946,0.00007678437,0.00004407018,0.0000739067,0.00013724,0.00007336969],"domain_scores_gemma":[0.9970384,0.0008689271,0.001447826,0.0001423668,0.0003163762,0.0001861246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002805127,0.00008199636,0.9851997,0.00004343147,0.00001456621,0.0002317809,0.000324715,0.00004892688,0.008128623,0.00001348921,0.00003823118,0.005593869],"study_design_scores_gemma":[0.000001381134,0.0002751128,0.9977651,0.000002787303,0.000006452787,0.0005418525,0.0001357594,0.00002633873,0.001184862,0.000003885055,0.00005465147,0.000001955005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996952,0.00006885346,0.00005082967,0.000002704415,5.832676e-7,0.000004306629,0.0000209303,0.000002734381,0.0001539081],"genre_scores_gemma":[0.9996543,0.00005026471,0.0001520231,0.00000353248,9.223545e-7,0.0000061744,0.00004542017,0.000001916803,0.00008543728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205358,"threshold_uncertainty_score":0.005279124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218250166802491,"score_gpt":0.4463380655078586,"score_spread":0.4245130488276095,"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."}}