{"id":"W4313021981","doi":"10.12968/opti.2019.11.221399","title":"Low vision day with interest","year":2019,"lang":"en","type":"article","venue":"Optician","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Low vision; Optometry; Night vision; Colour Vision; Medicine; Artificial intelligence; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191169,0.0006233776,0.0005875845,0.0005090025,0.001925578,0.002820462,0.001130596,0.004300848,0.3287615],"category_scores_gemma":[0.01555479,0.0002317169,0.0006626643,0.0002850865,0.000507765,0.001439651,0.003360465,0.005325874,0.1536584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114957,"about_ca_system_score_gemma":0.003260656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004022029,"about_ca_topic_score_gemma":0.01199912,"domain_scores_codex":[0.9984928,0.0002323917,0.0000527148,0.0001547558,0.0006367312,0.0004305702],"domain_scores_gemma":[0.9877902,0.0007330268,0.000264852,0.0002009541,0.002877919,0.0081331],"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":[0.000008674012,0.00001235241,0.0001125365,0.00001804429,0.000001207374,0.00007808249,0.000014797,0.000001880651,0.00001402901,0.00009938039,0.9943891,0.0052499],"study_design_scores_gemma":[0.00001545277,0.00003264212,0.0009538342,0.00009195729,0.000003231474,0.0005500067,0.0001877715,0.00001527399,0.00002657891,0.0002318083,0.9978816,0.000009815411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001876178,0.009801248,0.0003537353,0.4210795,0.1946172,0.000178538,0.001311315,0.0005287504,0.3702535],"genre_scores_gemma":[0.01161666,0.005042859,0.0002569148,0.1816242,0.04368958,0.0001292619,0.0007722648,0.0003073276,0.756561],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3287615,"threshold_uncertainty_score":0.9574403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744043276325045,"score_gpt":0.4238943246746059,"score_spread":0.3864538919113554,"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."}}