{"id":"W2027790382","doi":"10.1115/sbc2007-176251","title":"The Effect of Nonlinear Scleral Properties on Optic Nerve Head Biomechanics","year":2007,"lang":"en","type":"article","venue":"ASME 2007 Summer Bioengineering Conference","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Optic nerve; Glaucoma; Intraocular pressure; Biomechanics; Medicine; Elevated intraocular pressure; Ophthalmology; Blinding; Head (geology); Sclera; Anatomy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004498216,0.0002260927,0.0002922807,0.0001235011,0.00007803921,0.00002136159,0.0001659086,0.0001030305,0.00002200352],"category_scores_gemma":[0.0001342936,0.0001318706,0.0001171731,0.0002322633,0.0001261405,0.00003452187,0.00003824151,0.000254529,0.00005690511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003203301,"about_ca_system_score_gemma":0.00004304011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844374,"about_ca_topic_score_gemma":0.000009079235,"domain_scores_codex":[0.9987485,0.00002338537,0.0002998507,0.0002056677,0.0002913287,0.0004312361],"domain_scores_gemma":[0.9992484,0.0001358316,0.00006042051,0.0003196055,0.0001055742,0.0001301147],"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":[0.00426517,0.0004053184,0.02710546,0.001818906,0.0006295305,0.0003654464,0.0005416129,0.000134417,0.8869172,0.003912927,0.001025149,0.07287891],"study_design_scores_gemma":[0.004005188,0.009081915,0.0493902,0.002114278,0.0002875623,0.0001789002,0.0003714733,0.06383177,0.859351,0.0000225074,0.01055402,0.0008111663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955782,0.0008276955,0.001252095,0.0003639831,0.0004364932,0.0004039594,0.000003591433,0.00007707661,0.001056914],"genre_scores_gemma":[0.998878,0.00006303059,0.0004349779,0.0000349466,0.00008422479,0.000008603113,0.000008180842,0.00002904214,0.0004589853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07206775,"threshold_uncertainty_score":0.5377528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290026841356438,"score_gpt":0.2680884491135681,"score_spread":0.2451881807000037,"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."}}