{"id":"W4410865964","doi":"10.1136/bjo-2025-327208","title":"Keratoscope-guided opening of graft-host junction to treat elevated astigmatism after deep anterior lamellar keratoplasty","year":2025,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Astigmatism; Ophthalmology; Visual acuity; Corneal topography; Surgery; Optics","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":[0.0001628137,0.0003090956,0.0002638119,0.0003653322,0.000247481,0.0002259523,0.0002645489,0.0002556803,0.0005352387],"category_scores_gemma":[0.0002967507,0.0001135505,0.0002542274,0.0001980467,0.0003202632,0.0002314451,0.0002998341,0.0002932065,0.0001231611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009042479,"about_ca_system_score_gemma":0.0002779756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188011,"about_ca_topic_score_gemma":0.0006766507,"domain_scores_codex":[0.9998933,0.00001606775,0.00001551118,0.0000201684,0.00002170762,0.00003329195],"domain_scores_gemma":[0.999864,0.00002222995,0.00005244683,0.00001502612,0.000007732426,0.00003857404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002414148,0.001605317,0.2983727,0.0009894659,0.0002770052,0.04981894,0.0008971335,0.001076442,0.3475017,0.0003507623,0.0008606627,0.2958357],"study_design_scores_gemma":[0.0006183424,0.01642771,0.5298856,0.0001182451,0.0003142645,0.3977692,0.0007732893,0.003784863,0.04428319,0.0002894893,0.005654425,0.00008141809],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957634,0.001092263,0.002697087,0.00002510125,0.00001790113,0.00002722436,0.00001256572,0.00003867935,0.0003256778],"genre_scores_gemma":[0.9965488,0.0004731273,0.002600405,0.00004296231,0.00002622674,0.00001392734,0.00002957011,0.000004948221,0.0002600938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005352387,"threshold_uncertainty_score":0.001790583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157233403458527,"score_gpt":0.2851321267758361,"score_spread":0.2735597927412508,"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."}}