{"id":"W4411549841","doi":"10.1097/opx.0000000000002267","title":"Topical review: Twenty‐five years of silicone hydrogel soft contact lenses","year":2025,"lang":"en","type":"review","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Silicone hydrogel; Silicone; Contact lens; Silicone Elastomers; Materials science; Ophthalmology; Optometry; Medicine; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008324547,0.0002414403,0.001725767,0.0004938917,0.00008582359,0.00003132784,0.0003130495,0.0001684121,0.00007450193],"category_scores_gemma":[0.001008964,0.0001813494,0.0003469867,0.001907728,0.0003096262,0.0001544419,0.0002557196,0.0003267819,0.0000337673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000471832,"about_ca_system_score_gemma":0.0005661946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007059855,"about_ca_topic_score_gemma":1.799013e-7,"domain_scores_codex":[0.9978716,0.00005839453,0.000566744,0.0005858127,0.0006407874,0.0002767018],"domain_scores_gemma":[0.9984098,0.0003867987,0.0002489879,0.0005933392,0.0001626394,0.0001984166],"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":[0.000008451737,0.0000652743,0.0003635901,0.03508685,0.00003384379,0.00002186721,0.00001267837,7.969662e-9,0.00005380299,0.0001010742,0.0001372056,0.9641154],"study_design_scores_gemma":[0.0003370988,0.0004215019,0.001212768,0.1327503,0.0007628571,0.00003430015,0.00002021029,0.000005555124,0.00007127046,0.000005722333,0.864152,0.0002264263],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005522036,0.9926301,0.00002659712,0.00008344109,0.0001998842,0.0006242847,0.00001999056,0.00001874449,0.0008748731],"genre_scores_gemma":[0.002186827,0.9958049,0.0001438233,0.0004158243,0.00003630155,0.000009944295,0.00001125186,0.000009253275,0.001381855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9638889,"threshold_uncertainty_score":0.7395214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243116012798231,"score_gpt":0.4397289877911123,"score_spread":0.41729782766313,"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."}}