{"id":"W4312402058","doi":"10.12968/opti.2021.3.8512","title":"Soft toric contact lenses: Aligning patient expectations and eye care professional attitudes","year":2021,"lang":"en","type":"article","venue":"Optician","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Astigmatism; Optometry; Patient satisfaction; Point (geometry); Eye care; Psychology; Medicine; Optics; Nursing; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.003973285,0.00009393229,0.0001757459,0.0004383591,0.001180969,0.002286572,0.0003461518,0.0007029216,0.002235417],"category_scores_gemma":[0.02302274,0.0001052541,0.0002117016,0.0002741134,0.001037475,0.00159226,0.001621858,0.001405743,0.0003910573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530916,"about_ca_system_score_gemma":0.001713267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429334,"about_ca_topic_score_gemma":0.004679426,"domain_scores_codex":[0.9960378,0.001676476,0.0003168309,0.0001111587,0.001542163,0.0003155347],"domain_scores_gemma":[0.9866748,0.005916419,0.003466452,0.0002116878,0.001985929,0.001744772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658374,0.0004216283,0.4409993,0.0006976058,0.00006617033,0.003206727,0.1032853,0.0004243176,0.003945525,0.005375815,0.02175015,0.4194615],"study_design_scores_gemma":[0.00003430363,0.001535023,0.4876028,0.001338372,0.00007638166,0.01701253,0.4155348,0.001902543,0.002792019,0.009530794,0.06238601,0.0002544951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922716,0.004282138,0.002384061,0.04675519,0.0002286323,0.00002973629,0.00004484307,0.00004729547,0.02351188],"genre_scores_gemma":[0.9928476,0.001933325,0.0009820827,0.002694702,0.00009166851,0.00001312729,0.00002055197,0.00001504707,0.001401894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003973285,"threshold_uncertainty_score":0.02101302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121839661138406,"score_gpt":0.2861115470321156,"score_spread":0.2748931504207315,"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."}}