{"id":"W4391023851","doi":"10.15353/cjo.v47i3.4445","title":"Visual Screening Programs in British Columbia Schools","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Chart; Reading (process); Visual acuity; Medicine; Point (geometry); Medical education; Psychology; Family medicine; Ophthalmology; Political science","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":[0.0007840471,0.0002294813,0.0001967609,0.002312275,0.002492625,0.001251334,0.0009135641,0.0004389765,0.00232847],"category_scores_gemma":[0.002989054,0.0003266313,0.0001469452,0.002948046,0.0006393748,0.0003021478,0.0007836922,0.0005949448,0.0002772392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105789,"about_ca_system_score_gemma":0.02908907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582738,"about_ca_topic_score_gemma":0.9840008,"domain_scores_codex":[0.9984657,0.0001639764,0.00005654882,0.0001753699,0.0005026346,0.0006358031],"domain_scores_gemma":[0.9959197,0.0002385273,0.0005279824,0.00008534643,0.001756887,0.001471591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002798952,0.0003763486,0.8379985,0.000289128,0.00002624806,0.0009769385,0.009208129,0.000386806,0.002455794,0.0003916098,0.007785283,0.1398253],"study_design_scores_gemma":[0.00001274638,0.00009821929,0.9904433,0.00009970086,0.00001128879,0.00008588804,0.003679313,0.00009296475,0.0002505813,0.00001717485,0.005194309,0.00001457708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907176,0.0008837716,0.00005026547,0.0006183658,0.00002324716,0.00008310651,0.0004876498,0.00004058388,0.007095365],"genre_scores_gemma":[0.9927523,0.0005614024,0.0003053718,0.0004191594,0.000005418182,0.00005547536,0.0004147721,0.000007171897,0.005478886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04172623,"threshold_uncertainty_score":0.1527864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07584491162023495,"score_gpt":0.4485711927595387,"score_spread":0.3727262811393037,"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."}}