{"id":"W4403837011","doi":"10.15353/cjo.v86i3.5576","title":"Comprehensive Teleoptometry Exams in Canada: A Proposed Clinical Framework","year":2024,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0114206,0.0008833341,0.0004836607,0.00642545,0.01012983,0.01345684,0.005950353,0.004895682,0.004334535],"category_scores_gemma":[0.01941131,0.0006430307,0.0008883613,0.005569623,0.01137658,0.00410639,0.008000189,0.004630378,0.0007155757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.112213,"about_ca_system_score_gemma":0.3063942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8963004,"about_ca_topic_score_gemma":0.9367759,"domain_scores_codex":[0.9859243,0.004145871,0.001539514,0.001425883,0.004645893,0.002318448],"domain_scores_gemma":[0.9726106,0.003112913,0.001668076,0.0004874142,0.01496466,0.007156262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001031784,0.0006213016,0.08914209,0.001466363,0.00005576192,0.005701855,0.01716925,0.007388025,0.0009084887,0.5914506,0.0940021,0.1919909],"study_design_scores_gemma":[0.0001730371,0.0006393809,0.1219875,0.01143333,0.000271888,0.01037589,0.09274848,0.03820927,0.00130866,0.1571712,0.5649849,0.0006966235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.07944561,0.03510512,0.1049414,0.4823129,0.002614981,0.006416888,0.003050318,0.0006842096,0.2854285],"genre_scores_gemma":[0.6965566,0.02405734,0.2274394,0.02562537,0.001005024,0.002372463,0.0021171,0.0001275239,0.02069922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.112213,"threshold_uncertainty_score":0.8141663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359955109607734,"score_gpt":0.4143002678519586,"score_spread":0.3707007167558812,"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."}}