{"id":"W2993127919","doi":"","title":"Amniotic Membrane Transplantation for Patients with Painful Bullous Keratopathy Awaiting Penetrating Keratoplasty","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bullous keratopathy; Medicine; Ophthalmology; Transplantation; Corneal transplantation; Surgery; Cornea","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":[0.0001935674,0.0003110328,0.0005855857,0.0003818919,0.0009596234,0.0004365395,0.0002702294,0.0009214674,0.002732445],"category_scores_gemma":[0.001443378,0.0001409567,0.0005126191,0.0003542617,0.0003406199,0.0004347872,0.0002455136,0.0006828109,0.0002349379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466346,"about_ca_system_score_gemma":0.0004854977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008884277,"about_ca_topic_score_gemma":0.001553022,"domain_scores_codex":[0.9999218,0.00001196658,0.000009152038,0.000006867554,0.00001178643,0.00003841085],"domain_scores_gemma":[0.9997407,0.00009781549,0.00004181975,0.00001169305,0.000009398819,0.0000985462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.01902661,0.001279298,0.3958656,0.0004824008,0.0004345004,0.4024989,0.0009658433,0.001653513,0.02423846,0.001293692,0.004154161,0.148107],"study_design_scores_gemma":[0.002446423,0.00986816,0.456108,0.0001930622,0.0007293918,0.5117554,0.00147223,0.00428143,0.005684031,0.002405046,0.004973859,0.00008298611],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905092,0.003268212,0.0003141135,0.001105737,0.0001372365,0.00003947664,0.00006840736,0.00003772136,0.00451986],"genre_scores_gemma":[0.9982527,0.000846013,0.0001863488,0.0001472505,0.0001768995,0.0000171328,0.0000608825,0.000002714782,0.0003099636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002732445,"threshold_uncertainty_score":0.009140968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432254248601856,"score_gpt":0.2963021914558329,"score_spread":0.2719796489698143,"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."}}