{"id":"W1992251157","doi":"10.1167/iovs.08-3072","title":"Human Corneal Adaptation to Mechanical, Cooling, and Chemical Stimuli","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Adaptation (eye); Optometry; Psychology; Neuroscience; Medicine","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":[0.0002169894,0.0002345718,0.0002038794,0.0001598987,0.0001595933,0.0002195387,0.00008055699,0.0002281947,0.003335526],"category_scores_gemma":[0.001083362,0.0001192022,0.0001528495,0.0001051392,0.0003149489,0.0001914465,0.0002038458,0.000242389,0.0003303555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196354,"about_ca_system_score_gemma":0.00009921686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528856,"about_ca_topic_score_gemma":0.0005120714,"domain_scores_codex":[0.9998201,0.00003920298,0.00001045803,0.00004651989,0.00005944636,0.00002429928],"domain_scores_gemma":[0.9996405,0.0001325405,0.00007884567,0.00003977379,0.00005851869,0.00004984813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005234881,0.0007219369,0.160138,0.0003540612,0.00009726399,0.00061742,0.0004731937,0.0004954686,0.7889987,0.0001043708,0.0004748396,0.04228993],"study_design_scores_gemma":[0.00004950955,0.00354146,0.9727042,0.00001391257,0.00002751246,0.00141865,0.0001628584,0.000553598,0.0209656,0.00006038102,0.0004903952,0.00001190877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985814,0.0002010514,0.0005743934,0.00001648363,0.000006607565,0.00002804758,0.00004671177,0.000007169592,0.0005380608],"genre_scores_gemma":[0.9990255,0.0001089723,0.000348824,0.00005605467,0.00001008375,0.00002431542,0.00005571209,0.000002964025,0.0003674862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335526,"threshold_uncertainty_score":0.01115847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06361030822656014,"score_gpt":0.3696651411728935,"score_spread":0.3060548329463333,"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."}}