{"id":"W2335839765","doi":"10.1097/opx.0000000000000857","title":"Hypersensitivity to Cold Stimuli in Symptomatic Contact Lens Wearers","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; National Institutes of Health; CooperVision","keywords":"Asymptomatic; Medicine; Contact lens; Irritation; Detection threshold; Ophthalmology; Anesthesia; Surgery","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":[0.0007674972,0.0001027374,0.0002202587,0.0004201529,0.0001024076,0.00004211693,0.00008758786,0.00004419317,0.00003476543],"category_scores_gemma":[0.0004237603,0.00006493719,0.00003209304,0.00118748,0.0001508596,0.0004018338,0.00008721449,0.00007385381,0.0001317023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008114324,"about_ca_system_score_gemma":0.00008441698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276104,"about_ca_topic_score_gemma":0.000003215731,"domain_scores_codex":[0.9987183,0.00002868205,0.000151303,0.0003662228,0.0004301751,0.0003053748],"domain_scores_gemma":[0.9991924,0.0001753335,0.00002993906,0.0002706524,0.00008457294,0.0002470623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006281831,0.00006797683,0.3026337,0.00002078805,0.000003572875,0.00003907773,0.0001298234,6.695437e-7,0.6785403,0.0002206822,0.00002055742,0.01826007],"study_design_scores_gemma":[0.001307391,0.0005841651,0.9554638,0.0006056789,0.00001161483,0.00001547212,0.0002214366,0.0003022969,0.03985329,0.00000826514,0.001472446,0.000154195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951954,0.00004697854,0.0005396938,0.002031853,0.000103859,0.0002234323,0.000003653526,0.00002681377,0.001828264],"genre_scores_gemma":[0.9980886,0.00003790856,0.000584766,0.000908134,0.00001591425,0.000002657458,1.719075e-7,0.000005843292,0.0003560139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528301,"threshold_uncertainty_score":0.2648062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832973440029971,"score_gpt":0.3854133662272853,"score_spread":0.3670836318269856,"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."}}