{"id":"W4405115160","doi":"10.12968/opti.2022.265.6844.20","title":"Myopia measurements made easy","year":2022,"lang":"en","type":"article","venue":"Optician","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.001028975,0.001505192,0.0009141476,0.002373011,0.0009747586,0.001482594,0.000988676,0.002243949,0.02698985],"category_scores_gemma":[0.0104054,0.0006678575,0.0008269,0.0006348763,0.0007330418,0.002004589,0.001922405,0.005166059,0.0218211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096428,"about_ca_system_score_gemma":0.0007744886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661225,"about_ca_topic_score_gemma":0.01242303,"domain_scores_codex":[0.9981555,0.0001758618,0.000193145,0.0002271957,0.001091603,0.0001566585],"domain_scores_gemma":[0.9936884,0.0005719241,0.0002905092,0.0006204152,0.004137924,0.000690943],"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":[0.0005016752,0.0001899026,0.01341398,0.0002328742,0.00005947455,0.003961871,0.0004504997,0.0001827284,0.02625235,0.002593317,0.4918118,0.4603495],"study_design_scores_gemma":[0.0001685833,0.000419201,0.06249291,0.0009188994,0.00009642955,0.01737376,0.0009667457,0.0009439878,0.01481772,0.006873787,0.8946747,0.000253438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06326444,0.03480299,0.1235853,0.1558033,0.09933732,0.001053995,0.004293942,0.01422659,0.5036321],"genre_scores_gemma":[0.2175783,0.01509613,0.0790508,0.03780719,0.01582402,0.000422053,0.001766739,0.004836077,0.6276188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02698985,"threshold_uncertainty_score":0.09029001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495277275457702,"score_gpt":0.3610431676588197,"score_spread":0.2760903949042426,"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."}}