{"id":"W4306742356","doi":"10.1016/j.jcjo.2022.10.005","title":"Culture positivity among donor corneas: a single eye bank series","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eye bank; Medicine; Corneal transplantation; Tissue bank; Ophthalmology; Corneal Transplant; Cornea; Transplantation; Keratitis; Blindness; Contact lens; Surgery; Optometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000747454,0.0009782349,0.0008225298,0.001603005,0.002307111,0.002460024,0.001016728,0.003296275,0.004862297],"category_scores_gemma":[0.005555112,0.0009825531,0.0008802514,0.001206756,0.001093188,0.001415048,0.0008111,0.002370316,0.00152748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160432,"about_ca_system_score_gemma":0.001405089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006546729,"about_ca_topic_score_gemma":0.009108613,"domain_scores_codex":[0.9982779,0.0002881077,0.0002824627,0.000274086,0.0004039111,0.000473453],"domain_scores_gemma":[0.994055,0.001919091,0.001086294,0.0005533141,0.0008345851,0.001551753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002651346,0.0003574997,0.3145745,0.00004869937,0.00005076138,0.6738337,0.000853778,0.00006798507,0.00140162,0.0002003543,0.004744842,0.003601121],"study_design_scores_gemma":[0.00004882178,0.0003341391,0.1206783,0.0000660245,0.0001072279,0.871222,0.003408224,0.0004078853,0.001061434,0.0002008294,0.002418841,0.00004621221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720898,0.001554935,0.0008967372,0.005709328,0.0006388932,0.00009992866,0.0003429696,0.0000742754,0.01859313],"genre_scores_gemma":[0.9948785,0.0005418102,0.0002232483,0.001957903,0.0007909288,0.0000133535,0.0001159551,0.00003334485,0.001444886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006546729,"threshold_uncertainty_score":0.01626605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943415294693288,"score_gpt":0.2568008762502704,"score_spread":0.2373667233033375,"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."}}