{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953722,0.0003641953,0.0003769102,0.0008529786,0.0002627564,0.0004144777,0.0001572159,0.000373089,0.002027691],"category_scores_gemma":[0.002352884,0.000185745,0.0002238863,0.0002780007,0.0003990238,0.0002558356,0.0002682996,0.00023218,0.0001788736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045009,"about_ca_system_score_gemma":0.0001070615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633209,"about_ca_topic_score_gemma":0.0016623,"domain_scores_codex":[0.9996825,0.00005255967,0.00003856501,0.00006533208,0.0001120788,0.00004899268],"domain_scores_gemma":[0.9989024,0.0002898502,0.0004621781,0.00005264056,0.0001331709,0.0001597947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001767334,0.0002121751,0.9740266,0.0001006889,0.00004842794,0.001095366,0.001016698,0.00004793112,0.01630819,0.00001558609,0.0001045919,0.005256413],"study_design_scores_gemma":[0.0000103984,0.0005560819,0.9977443,0.000003492633,0.000009611454,0.0009651263,0.0002257408,0.0000487627,0.0003889644,0.000006670892,0.000038178,0.000002749825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997534,0.00007164128,0.00003047639,0.0000048212,0.000001494892,0.000003936578,0.00002179886,0.000002147792,0.0001101675],"genre_scores_gemma":[0.9998512,0.00002056896,0.00002083961,0.000005758461,0.000002068387,0.000002404326,0.00003180277,5.297058e-7,0.00006479634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027691,"threshold_uncertainty_score":0.006783307,"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."}}