{"id":"W3047696036","doi":"10.1016/j.jtos.2020.07.005","title":"Management of corneal melt in patients with Boston Keratoprosthesis Type 1: Repair versus repeat","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Keratoprosthesis; Surgery; Ophthalmology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004745749,0.0002832046,0.0007389611,0.0005511574,0.0005998511,0.0007853429,0.0003468696,0.0008074078,0.001896521],"category_scores_gemma":[0.002309705,0.0001061253,0.000637132,0.0004257112,0.0002821798,0.0004502971,0.0003725597,0.0007025637,0.0001426501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006887203,"about_ca_system_score_gemma":0.0006405236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006956427,"about_ca_topic_score_gemma":0.001740247,"domain_scores_codex":[0.9996467,0.00006531229,0.00005653602,0.00004500173,0.00009288611,0.00009371315],"domain_scores_gemma":[0.9993117,0.0001934651,0.0002888541,0.00001802227,0.00002843522,0.0001595003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01319527,0.001580419,0.7411932,0.0006398914,0.0007032783,0.01852167,0.0006644345,0.001800228,0.01014233,0.0008691159,0.00282936,0.2078608],"study_design_scores_gemma":[0.0007682622,0.01190528,0.9136658,0.0004161732,0.0004323404,0.06213759,0.00170267,0.003172574,0.002367956,0.0007484123,0.002624449,0.00005834603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872547,0.00888844,0.0003753805,0.001046093,0.000121068,0.00002199392,0.0000495905,0.00001345607,0.002229286],"genre_scores_gemma":[0.997663,0.001227102,0.0004016408,0.0002164888,0.0001998389,0.00001553837,0.00005791158,0.000005016752,0.0002134916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001896521,"threshold_uncertainty_score":0.006344497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893248405788155,"score_gpt":0.2309412799904647,"score_spread":0.2120087959325831,"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."}}