{"id":"W3206312039","doi":"10.15353/cjo.v49i4.4572","title":"Canadian Vision Standards","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Order (exchange); Computer science; Medicine; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006731544,0.001125481,0.0008955197,0.01015026,0.007154235,0.005274462,0.006349887,0.002230582,0.07119435],"category_scores_gemma":[0.02502579,0.00063086,0.001606476,0.01049415,0.001584611,0.001861124,0.002276475,0.003725549,0.01813031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06731734,"about_ca_system_score_gemma":0.1928276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687123,"about_ca_topic_score_gemma":0.9728494,"domain_scores_codex":[0.9823661,0.0008313059,0.0007580136,0.0007695329,0.01333535,0.001939603],"domain_scores_gemma":[0.9423463,0.0007547289,0.0007532347,0.0008441591,0.05265088,0.002650787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000332553,0.00002541993,0.001820425,0.0002558474,0.00001274972,0.00004726864,0.0002014203,0.0001398291,0.0001338767,0.02470411,0.923488,0.04913782],"study_design_scores_gemma":[0.00001685591,0.00001281614,0.01192372,0.0003684345,0.00001896413,0.0001147587,0.0003379644,0.0002037057,0.0001322555,0.00231181,0.9845167,0.00004205582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00334524,0.01116725,0.005725992,0.02945488,0.00596612,0.0008472348,0.05750978,0.001734766,0.8842487],"genre_scores_gemma":[0.1001938,0.02989771,0.04858075,0.02228296,0.001256772,0.001503757,0.1529968,0.00144256,0.6418449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07119435,"threshold_uncertainty_score":0.4884238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349338156412581,"score_gpt":0.3757182738929106,"score_spread":0.3622248923287847,"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."}}