{"id":"W4391023850","doi":"10.15353/cjo.v47i3.4444","title":"The MTT: A More Comprehensive Vision Screening Test for British Columbia Schools","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warrant; Referral; Optometry; Test (biology); Screening test; Medical education; Psychology; Medicine; Family medicine","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":[0.0009669634,0.0003089687,0.0002872764,0.001494365,0.000856824,0.0006167517,0.0005603558,0.0003884977,0.004781658],"category_scores_gemma":[0.005208031,0.0001882513,0.0002523835,0.0009639297,0.0001781374,0.000450611,0.0004401288,0.0004909706,0.0008072089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651021,"about_ca_system_score_gemma":0.00719564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6912798,"about_ca_topic_score_gemma":0.8396936,"domain_scores_codex":[0.9991447,0.0001282863,0.00009514357,0.0000860387,0.0004864217,0.00005936571],"domain_scores_gemma":[0.9970787,0.000417291,0.0005066899,0.0001258689,0.001580135,0.0002913536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007051576,0.0008357627,0.7905293,0.0002884785,0.00005470162,0.0004941457,0.0008919516,0.0006561162,0.00432784,0.0001695304,0.01139926,0.1896477],"study_design_scores_gemma":[0.00002874802,0.0003433877,0.9945922,0.00005792934,0.00002623595,0.0004763934,0.0002636801,0.0006004018,0.0004388501,0.00001888546,0.003131122,0.00002202603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851353,0.0007270144,0.0006291773,0.0006287813,0.00007253243,0.0002594144,0.003410421,0.0001313169,0.009005997],"genre_scores_gemma":[0.9811577,0.0008501968,0.004920582,0.0003677175,0.00003102967,0.0001559073,0.002131432,0.00004095705,0.01034449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087202,"threshold_uncertainty_score":0.6210767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552245977602867,"score_gpt":0.3716047775854627,"score_spread":0.346082317809434,"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."}}