{"id":"W1190078676","doi":"","title":"Efficiency and Accuracy of the Welch Allyn SureSight Noncycloplegic Aurorefractor for Assessing School-aged Children","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Medicine; Optometry","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":[0.002247384,0.0005429636,0.0003465123,0.001261314,0.0002747636,0.0005159343,0.0006979649,0.0008135453,0.001562708],"category_scores_gemma":[0.01277251,0.0002972486,0.0004148176,0.0004529995,0.0003157826,0.001129523,0.0007163583,0.0004598075,0.0009155615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486486,"about_ca_system_score_gemma":0.0006632885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239564,"about_ca_topic_score_gemma":0.01922376,"domain_scores_codex":[0.998019,0.0003989833,0.0003011684,0.0005342496,0.0006078457,0.0001388209],"domain_scores_gemma":[0.9929371,0.003119803,0.0006903406,0.0004235361,0.00254335,0.0002858338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003169739,0.0001610849,0.7361373,0.0003477964,0.0002252307,0.0004741203,0.001287908,0.00159997,0.05337548,0.0003912575,0.001867719,0.2009624],"study_design_scores_gemma":[0.00007255583,0.002322833,0.9534876,0.0001379934,0.0002135699,0.003175687,0.0006777617,0.009306758,0.02781422,0.0001880123,0.002520914,0.00008209477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885696,0.0009269827,0.006218852,0.00006640448,0.00007284124,0.00007739179,0.0005433469,0.0001920821,0.003332568],"genre_scores_gemma":[0.9872636,0.0006094422,0.008994547,0.00009762827,0.00001627219,0.00006356544,0.0003460411,0.00007855761,0.002530532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239564,"threshold_uncertainty_score":0.024647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190836757991554,"score_gpt":0.3165046178368074,"score_spread":0.2945962502568918,"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."}}