{"id":"W2321083283","doi":"10.1167/iovs.13-13780","title":"The Effects of Increasing Ocular Surface Stimulation on Blinking and Sensation","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute","keywords":"Stimulation; Audiology; Sensation; Medicine; Ophthalmology; Psychology; Internal medicine; Neuroscience","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":[0.001412034,0.0001177215,0.0001925885,0.00006987716,0.0003832049,0.00002903058,0.00009349284,0.00006812411,0.000002130877],"category_scores_gemma":[0.003538697,0.00008212655,0.00003011734,0.0003946796,0.001754911,0.0001380278,0.00006048449,0.0001567533,0.000006107977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004778452,"about_ca_system_score_gemma":0.0001160354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008572527,"about_ca_topic_score_gemma":0.000001130947,"domain_scores_codex":[0.9986232,0.0003073446,0.0001804968,0.0002946004,0.0003616025,0.0002327691],"domain_scores_gemma":[0.9979709,0.001385217,0.0001428641,0.0001880378,0.0001853153,0.0001276897],"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":[0.00004694382,0.00002534322,0.2313158,0.00002907064,0.00001066535,0.00001326514,0.0003906878,0.00006621802,0.7664467,0.0008370992,3.630222e-7,0.0008179171],"study_design_scores_gemma":[0.0003662947,0.001028019,0.549739,0.0001581361,0.00002770905,0.00003704028,0.00007303668,0.007193833,0.4393164,0.001980851,0.000009800758,0.00006989277],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986153,0.00009774244,0.00002830718,0.0003536776,0.0001281487,0.000287465,2.460948e-7,0.00001655801,0.0004725091],"genre_scores_gemma":[0.9990019,0.000006011676,0.0007550021,0.0001663954,0.00002989162,0.000002578747,0.000001510096,0.000007846169,0.00002890398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271303,"threshold_uncertainty_score":0.6466043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198552924611587,"score_gpt":0.3170929575233497,"score_spread":0.297237665062191,"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."}}