{"id":"W150428219","doi":"","title":"Canadian Uncorrected Refractive Error Study - A Pilot Study","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CNIB Foundation; University of Waterloo","funders":"","keywords":"Refractive error; Optometry; Medicine; Ophthalmology; Eye disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002312817,0.001220424,0.001058415,0.001745267,0.009239702,0.001402228,0.001908099,0.001015959,0.005991756],"category_scores_gemma":[0.00493072,0.0007937363,0.0009119817,0.004125978,0.001679338,0.0009216829,0.001447033,0.001314604,0.000991137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02495881,"about_ca_system_score_gemma":0.0430709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742999,"about_ca_topic_score_gemma":0.9866478,"domain_scores_codex":[0.997783,0.0003128957,0.0001261094,0.000319201,0.0009557313,0.0005030671],"domain_scores_gemma":[0.9940621,0.0006755593,0.00033107,0.0003838511,0.003416507,0.001130896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007386907,0.01290555,0.8412558,0.0008311197,0.000403749,0.008960101,0.03367572,0.0005174481,0.005310426,0.002393917,0.0187086,0.06765076],"study_design_scores_gemma":[0.001172254,0.003165474,0.9648445,0.00009392205,0.0001895919,0.00148876,0.01355325,0.0003142668,0.0008641673,0.0002083327,0.01393394,0.0001716285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842478,0.0006106343,0.0002172449,0.0003531142,0.00007546243,0.00139067,0.002209416,0.00001902912,0.01087662],"genre_scores_gemma":[0.9860926,0.0009068534,0.0009892067,0.0005989989,0.00005053866,0.0005401698,0.001728181,0.00002677624,0.009066623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570009,"threshold_uncertainty_score":0.1810897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08443223574306098,"score_gpt":0.3951056991207673,"score_spread":0.3106734633777063,"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."}}