{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006311902,0.0001663363,0.0002612046,0.0001482947,0.0003028005,0.00003664667,0.0001647857,0.0001307643,0.0002249046],"category_scores_gemma":[0.001733701,0.0001492826,0.00003673192,0.0006750944,0.002998216,0.0001663945,0.0001699439,0.0003857212,0.00004761415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003422012,"about_ca_system_score_gemma":0.0003005915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001550114,"about_ca_topic_score_gemma":0.00001079737,"domain_scores_codex":[0.998398,0.00004554779,0.0002411445,0.0005919583,0.0003189508,0.0004044166],"domain_scores_gemma":[0.9986562,0.0001463218,0.00007702268,0.0001840155,0.0001995718,0.0007368733],"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":[0.00006593145,0.0001076448,0.01069163,0.00000754864,0.000005556736,0.00007913414,0.0005719511,0.000003867848,0.9867149,0.000829337,0.00005634248,0.0008661703],"study_design_scores_gemma":[0.0009200607,0.00180856,0.2631078,0.00005770171,0.00004623737,0.001038878,0.0006668767,0.003545202,0.7182161,0.01000516,0.000171845,0.0004155311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976066,0.00001028563,0.00001686113,0.0006383325,0.0002107636,0.0003016453,0.000002878604,0.00004862258,0.001164003],"genre_scores_gemma":[0.9962434,4.353053e-7,0.002616553,0.0009267253,0.00008447669,0.00002665543,0.000005865522,0.0000107455,0.00008510782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2684987,"threshold_uncertainty_score":0.999715,"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."}}