{"id":"W4313008651","doi":"10.12968/opti.2021.2.8493","title":"Contact lenses: So much more than simple correction of refractive error","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":"Contact lens; Optometry; Face (sociological concept); Lens (geology); Refractive error; Eye contact; Eye care; Psychology; Simple (philosophy); Optics; Medicine; Sociology; Physics; Communication","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":[0.002288561,0.0004686483,0.0006737633,0.0006731552,0.001221757,0.003863773,0.0005600666,0.003033979,0.005334606],"category_scores_gemma":[0.009418701,0.0002049721,0.0005978286,0.0005152792,0.002696841,0.005199192,0.001805876,0.006098325,0.002052142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009371347,"about_ca_system_score_gemma":0.001055948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002240771,"about_ca_topic_score_gemma":0.0057664,"domain_scores_codex":[0.9973838,0.0006589496,0.0002224463,0.0002381526,0.00129853,0.000198142],"domain_scores_gemma":[0.994142,0.003138679,0.0004562669,0.000362731,0.001359555,0.0005408167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002581295,0.0001087294,0.006425841,0.001159981,0.000147776,0.001004469,0.004566746,0.0001313853,0.004053956,0.01591192,0.469565,0.4966662],"study_design_scores_gemma":[0.00004505037,0.0002165437,0.008828308,0.001110399,0.00009875329,0.006141598,0.006263716,0.0001623318,0.002129777,0.01469056,0.9602319,0.0000811343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01507836,0.1630912,0.003388573,0.7366244,0.04438064,0.00002490904,0.0001389703,0.0001861662,0.03708683],"genre_scores_gemma":[0.1618822,0.2413512,0.00646212,0.4318492,0.06258702,0.00006355342,0.0001886479,0.0003701755,0.09524588],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005334606,"threshold_uncertainty_score":0.01784605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702899660330674,"score_gpt":0.2977133059914975,"score_spread":0.2806843093881908,"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."}}