{"id":"W2941018145","doi":"10.1111/aos.14104","title":"Use of intraoperative anterior segment optical coherence tomography for Bowman layer transplantation","year":2019,"lang":"en","type":"letter","venue":"Acta Ophthalmologica","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Keratoconus; Medicine; Transplantation; Dissection (medical); Optical coherence tomography; Ophthalmology; Dioptre; Corneal transplantation; Surgery; Cornea; Anatomy; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001317085,0.0003477476,0.0008109034,0.0001626735,0.00005111496,0.00003003273,0.0001421065,0.00069252,0.0005607525],"category_scores_gemma":[0.0001130217,0.0002610302,0.0004019751,0.0001566725,0.0001615257,0.0001153634,0.00002673722,0.0006098331,0.00001294833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048942,"about_ca_system_score_gemma":0.00009413472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003567382,"about_ca_topic_score_gemma":0.000001003822,"domain_scores_codex":[0.9982576,0.00008728335,0.000477919,0.0005185147,0.0002781459,0.0003805259],"domain_scores_gemma":[0.9983599,0.000846639,0.0002070936,0.000360363,0.0001654497,0.00006054252],"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":[0.008334485,0.001315227,0.05650361,0.006207272,0.001418096,0.005723258,0.0008974658,0.00001549468,0.07027618,0.00005977745,0.8439618,0.005287385],"study_design_scores_gemma":[0.01016587,0.02832398,0.3121614,0.006179822,0.004594111,0.008595075,0.0004227124,0.0002398796,0.06339036,0.0004874595,0.5611639,0.004275392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003327,0.0001905219,0.0001462675,0.09394719,0.0004582138,0.002539759,0.0004890097,0.0000543981,0.001841865],"genre_scores_gemma":[0.9118237,0.0001584812,0.001387868,0.08393718,0.0002901262,0.000209375,0.00115674,0.00003798996,0.0009985315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827979,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600731702398051,"score_gpt":0.301298125272867,"score_spread":0.2352908082488865,"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."}}