{"id":"W3186451826","doi":"","title":"Relationship between measurements of sensory function and subjective reported contact lens discomfort","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Sensory system; Optometry; Lens (geology); Function (biology); Psychology; Audiology; Medicine; Ophthalmology; Optics; Neuroscience; Physics; Biology","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":[0.0009481546,0.0003243128,0.0002312508,0.0009796494,0.0002000056,0.0007210256,0.0002889079,0.0005537255,0.002713697],"category_scores_gemma":[0.01043452,0.0001833431,0.0003892137,0.0007147033,0.0003914759,0.0005975668,0.0003574588,0.0007346443,0.0002752749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198091,"about_ca_system_score_gemma":0.000179059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919758,"about_ca_topic_score_gemma":0.002101104,"domain_scores_codex":[0.9991042,0.0003028893,0.0001522798,0.0001372681,0.0002019925,0.0001012351],"domain_scores_gemma":[0.9832504,0.01008376,0.003659266,0.0007215685,0.001405758,0.0008793032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001696733,0.0001633886,0.9909915,0.00003178079,0.0002193291,0.0001322178,0.0001516781,0.000192947,0.003491962,0.00003557888,0.00006356198,0.002829407],"study_design_scores_gemma":[0.000008783117,0.0006511143,0.9980869,0.000003392694,0.00002771106,0.0002587115,0.0001046993,0.0003942675,0.0003826139,0.00001910476,0.00005653308,0.000006292714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980077,0.0002039456,0.0003344429,0.00002036315,0.00001018145,0.00000877107,0.0002609014,0.00001017612,0.00114346],"genre_scores_gemma":[0.9995674,0.00003125513,0.0001058675,0.00001291606,0.000006132301,0.000004566967,0.0001132436,0.000002226709,0.0001562983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002713697,"threshold_uncertainty_score":0.009078264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836571744823676,"score_gpt":0.3653660613912332,"score_spread":0.1817088869088656,"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."}}