{"id":"W4411543066","doi":"10.1097/coa.0000000000000060","title":"World Cornea Congress IX (2025): Abstracts","year":2025,"lang":"en","type":"article","venue":"Cornea Open","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cornea; Political science; Optometry; Medicine; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008723717,0.0009331707,0.001532103,0.01086562,0.0005854719,0.005697268,0.0009185699,0.001391003,0.08736168],"category_scores_gemma":[0.02261893,0.0003880559,0.001916281,0.01090592,0.0005049199,0.00298171,0.001733582,0.00154899,0.02976203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166539,"about_ca_system_score_gemma":0.004811634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271052,"about_ca_topic_score_gemma":0.002291776,"domain_scores_codex":[0.9940999,0.001252718,0.001898849,0.0003859071,0.00200416,0.0003586089],"domain_scores_gemma":[0.9822103,0.004180915,0.007108619,0.0005329055,0.003455664,0.002511684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003038982,0.0001489712,0.01727205,0.02203332,0.0008062874,0.0001357268,0.00008050216,0.0002107937,0.0006634402,0.001725207,0.7894301,0.1644547],"study_design_scores_gemma":[0.002693917,0.0005734243,0.1428462,0.01891745,0.001254612,0.0009879413,0.0003469298,0.0005265338,0.0005983795,0.001883466,0.8293014,0.00006987985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02656614,0.3361852,0.001989209,0.02316746,0.01646589,0.004749094,0.4561784,0.001554863,0.1331438],"genre_scores_gemma":[0.1588735,0.2739992,0.006625329,0.02417024,0.02174439,0.01323459,0.3937005,0.001319338,0.1063328],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08736168,"threshold_uncertainty_score":0.2922539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09913420885775258,"score_gpt":0.4106216257320618,"score_spread":0.3114874168743092,"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."}}