{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006292842,0.0001495585,0.0004512301,0.0001100649,0.000104242,0.0001112819,0.000602236,0.0001277396,0.00603919],"category_scores_gemma":[0.0008163328,0.00009335628,0.00008451007,0.0005534238,0.0002532473,0.0000642106,0.0006624314,0.0004602961,0.001177087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005922444,"about_ca_system_score_gemma":0.0003324999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100674,"about_ca_topic_score_gemma":0.00009530275,"domain_scores_codex":[0.9984582,0.00007197949,0.0003593726,0.0003988761,0.0002906492,0.0004208994],"domain_scores_gemma":[0.9986877,0.0003300426,0.00005561969,0.0004055065,0.0001480561,0.0003730948],"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":[0.001854661,0.001008433,0.04857416,0.0003579335,0.0002434328,0.0009496066,0.0000312314,0.000001936316,0.004591574,0.01013074,0.6976063,0.23465],"study_design_scores_gemma":[0.002396635,0.0002986199,0.1768102,0.0004695876,0.00005027638,0.00001536221,0.00004662131,0.0001356092,0.004339203,0.0014077,0.8138667,0.0001634955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2171599,0.0008925511,0.00006721924,0.0148028,0.0007622278,0.001555257,0.00001600988,0.0000908619,0.7646532],"genre_scores_gemma":[0.7440959,0.0001000938,0.0002273071,0.004817855,0.0001412612,0.00005825727,0.00005609656,0.00000757909,0.2504957],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.526936,"threshold_uncertainty_score":0.9996006,"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."}}