{"id":"W3134651890","doi":"10.15353/cjo.v83i1.1711","title":"Assessing the Skills of Alberta’s Refracting Opticians: Can Opticians Safely and Independently Refract and Prescribe Optical Appliances?","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Optometry; Legislature; Scope (computer science); Medicine; Political science; Nursing; Computer science; Law","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":[0.002897751,0.0002563582,0.0001781298,0.00146859,0.0007803507,0.0007338893,0.001039895,0.0004011761,0.001921473],"category_scores_gemma":[0.01517391,0.0002280977,0.0002748288,0.00083581,0.00103996,0.000649277,0.0009679579,0.0006671454,0.0004081077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005245498,"about_ca_system_score_gemma":0.01841098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5689936,"about_ca_topic_score_gemma":0.8083783,"domain_scores_codex":[0.99687,0.0003363611,0.0001987908,0.0001545258,0.001918132,0.0005221476],"domain_scores_gemma":[0.9879361,0.001862451,0.004079496,0.0004556407,0.003453891,0.002212445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009750188,0.0002776988,0.9417155,0.00006924886,0.00002123604,0.0001364873,0.005330059,0.0002296239,0.0007912954,0.0001295782,0.001294681,0.04990705],"study_design_scores_gemma":[0.000008027303,0.0001599426,0.9938036,0.0000444275,0.00001220068,0.00009935864,0.003762026,0.0002762111,0.0003357546,0.00004304213,0.001444924,0.00001050488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931448,0.0001611868,0.0001700397,0.000368351,0.000008975458,0.00007258444,0.00009122537,0.00001232354,0.005970549],"genre_scores_gemma":[0.9971384,0.0002428523,0.0009273884,0.0001834119,0.000006549355,0.00002302651,0.0001384373,0.00000252158,0.001337535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5689936,"threshold_uncertainty_score":0.8670893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433467384674977,"score_gpt":0.4601224063106066,"score_spread":0.4057877324638569,"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."}}