{"id":"W3003174067","doi":"10.1097/ico.0000000000002267","title":"Usefulness of Prestorage Corneal Swab Culture in the Prevention of Contaminated Corneal Tissue in Corneal Transplantation","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Héma-Québec; Université de Montréal","funders":"","keywords":"Medicine; Cornea; Corneal transplantation; Ophthalmology; Confidence interval; Eye bank; Transplantation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002509641,0.0004416592,0.0004019513,0.001011049,0.0003483481,0.0008468832,0.0005167883,0.0004476812,0.0007900101],"category_scores_gemma":[0.007323046,0.0001926846,0.0002538922,0.0006535057,0.0005497079,0.0005156644,0.0003109136,0.0003076199,0.000268068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076019,"about_ca_system_score_gemma":0.00116403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118259,"about_ca_topic_score_gemma":0.01495934,"domain_scores_codex":[0.9980615,0.0004812202,0.0002718279,0.0001930419,0.0008959943,0.00009640129],"domain_scores_gemma":[0.9930393,0.002122191,0.002131944,0.0004349221,0.001929378,0.000342406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001124782,0.0001559907,0.9609129,0.0002317681,0.00005041354,0.0003671968,0.0003160206,0.0002272467,0.01025749,0.000009357497,0.0001814307,0.02616549],"study_design_scores_gemma":[0.00002044801,0.001855082,0.9791219,0.000129626,0.0001033374,0.002077296,0.0004232311,0.001165341,0.01434669,0.00001006468,0.0007270796,0.00001999494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965488,0.001903856,0.0006622283,0.00005309819,0.00001633814,0.00006189222,0.0001319206,0.00002759694,0.0005941738],"genre_scores_gemma":[0.9973587,0.0007360224,0.001513991,0.00003769881,0.00001748064,0.00001773329,0.000174421,0.000006638111,0.0001372068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118259,"threshold_uncertainty_score":0.02351409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770373374093779,"score_gpt":0.2795738294458568,"score_spread":0.2418700957049191,"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."}}