{"id":"W7163574604","doi":"10.1097/ico.0000000000003914","title":"Color at What Cost? The Case Against Cosmetic Keratopigmenation in Sighted Eyes","year":2025,"lang":"en","type":"article","venue":"Cornea","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"MEDLINE; Color vision; Feature (linguistics); Color Vision Defects","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008270465,0.0002236337,0.0003130907,0.0004327278,0.002518227,0.001720649,0.0008306559,0.009031902,0.002113806],"category_scores_gemma":[0.008590703,0.0001813323,0.0004264635,0.0003742253,0.003239061,0.001430959,0.001010149,0.007209399,0.0004436718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685401,"about_ca_system_score_gemma":0.0009717353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851334,"about_ca_topic_score_gemma":0.00553691,"domain_scores_codex":[0.9993049,0.0001657511,0.00003733417,0.00007260042,0.0001776123,0.0002418891],"domain_scores_gemma":[0.9977255,0.001231125,0.0002998294,0.000168372,0.0001763133,0.0003988071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003136808,0.000181725,0.01645562,0.0002238829,0.00009595854,0.6532943,0.003455409,0.0004653245,0.005687481,0.07865129,0.1171577,0.1240177],"study_design_scores_gemma":[0.00003618575,0.00009564118,0.005519398,0.0005084091,0.00005227158,0.8515434,0.004032132,0.000787471,0.001223092,0.03262923,0.1035149,0.00005785605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1595922,0.02012203,0.001623923,0.7492384,0.005156076,0.00001688844,0.00002682653,0.0000962105,0.06412749],"genre_scores_gemma":[0.9081258,0.004784215,0.001001606,0.07360075,0.00412099,0.000007499428,0.000007919313,0.00004343999,0.008307739],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009031902,"threshold_uncertainty_score":0.01222849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00983274021822104,"score_gpt":0.2721068249985444,"score_spread":0.2622740847803233,"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."}}