{"id":"W3215121925","doi":"10.2174/1874364102115010217","title":"Knowledge, Attitudes, and Practices of Optometrists Regarding Low Vision Services in Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"The Open Ophthalmology Journal","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Low vision; Medicine; Optometry; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001033058,0.0001689299,0.000197349,0.0006412422,0.0005699885,0.0008065116,0.0002583769,0.0004355164,0.001906942],"category_scores_gemma":[0.003654714,0.0001450531,0.0002109677,0.0004888242,0.0004067964,0.0005748763,0.0004241143,0.00036711,0.0002777438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005810789,"about_ca_system_score_gemma":0.001089205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02591376,"about_ca_topic_score_gemma":0.02198439,"domain_scores_codex":[0.9992778,0.0001923544,0.00009297128,0.00005228841,0.0002500708,0.0001346409],"domain_scores_gemma":[0.9971141,0.0005341984,0.001281461,0.00005635601,0.0005403674,0.000473527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007002792,0.0002040431,0.9708111,0.0001886548,0.00003046547,0.0003194452,0.00709884,0.00007105633,0.0007456311,0.00005790534,0.0004626127,0.01994027],"study_design_scores_gemma":[0.000009976089,0.0004185965,0.9750494,0.0002719934,0.00003280231,0.0009447847,0.02096879,0.0002504147,0.0002233603,0.00005236892,0.001761635,0.00001585627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981648,0.0005326007,0.00002420006,0.0004192599,0.000006512383,0.000005976743,0.00003883084,0.000001287557,0.0008063816],"genre_scores_gemma":[0.9990747,0.0005338484,0.00003613032,0.0001410755,0.000006148393,0.000002891896,0.00002034415,4.034101e-7,0.000184324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02591376,"threshold_uncertainty_score":0.05152583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05961848471573562,"score_gpt":0.4605252734592853,"score_spread":0.4009067887435497,"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."}}