{"id":"W2583601344","doi":"10.1080/02713683.2024.2443221","title":"Scleral Remodeling in Early Recovery from Induced Experimental Myopia","year":2024,"lang":"en","type":"article","venue":"Current Eye Research","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scleral lens; Ophthalmology; Lens (geology); Sclera; Medicine; Contact lens; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000715423,0.0001362418,0.0002442643,0.0004254993,0.0001245893,0.00006158026,0.0001083148,0.0001100319,0.0002180354],"category_scores_gemma":[0.0001433611,0.000117086,0.0000823943,0.0004738063,0.0001121951,0.0001768901,0.0002087087,0.001090906,0.0004466657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602395,"about_ca_system_score_gemma":0.0001586675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609628,"about_ca_topic_score_gemma":0.000003143643,"domain_scores_codex":[0.9981222,0.0001883627,0.0002500796,0.0004401164,0.0004862729,0.000512976],"domain_scores_gemma":[0.9993657,0.0002093938,0.00001179109,0.0002101083,0.00007539398,0.000127607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00225518,0.004169924,0.6790454,0.0008681538,0.0004105923,0.0006955828,0.01465351,0.000006644407,0.1985071,0.0008483697,0.008116071,0.09042343],"study_design_scores_gemma":[0.002655106,0.004850566,0.9613859,0.004444239,0.00003839655,0.00001712795,0.001940796,0.004627798,0.01456508,0.002271341,0.002780361,0.0004232856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810283,0.01611567,0.000007205926,0.0004787275,0.001003463,0.0003892173,0.000008605128,0.00006402242,0.0009048394],"genre_scores_gemma":[0.9985034,0.0003800526,0.00004639549,0.00001549579,0.0004785496,0.00006513191,0.00002801767,0.00002265639,0.0004603011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823404,"threshold_uncertainty_score":0.5741133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311014380202783,"score_gpt":0.5399981452443836,"score_spread":0.2289837650416006,"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."}}