{"id":"W7127204640","doi":"","title":"Cryopreservation for corneal storage","year":2009,"lang":"en","type":"book-chapter","venue":"Explore Bristol Research","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"","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":[0.0002332681,0.0007341627,0.0005016082,0.001060263,0.0009900985,0.001178306,0.0007256739,0.0007738987,0.05468598],"category_scores_gemma":[0.0002545813,0.0002885894,0.0004152952,0.001014024,0.0006829587,0.001844624,0.0009264218,0.002202441,0.02126247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006032722,"about_ca_system_score_gemma":0.0004774459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127731,"about_ca_topic_score_gemma":0.003601432,"domain_scores_codex":[0.9999065,0.00000849571,0.000004629984,0.00001869877,0.00005450948,0.00000709199],"domain_scores_gemma":[0.999925,0.00002918989,0.000004439237,0.00001327778,0.0000221822,0.00000590965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005238691,0.00006572276,0.00009507337,0.0009965979,0.00001133135,0.000385434,0.0005610246,0.000896579,0.05583559,0.06495782,0.1935505,0.6825919],"study_design_scores_gemma":[0.000002583775,0.00002400278,0.0001771785,0.0001861338,0.000006705485,0.0006278164,0.00007274978,0.0002892005,0.00915387,0.00824273,0.9812043,0.00001261335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004037057,0.1546721,0.04550443,0.002574468,0.006954459,0.00013553,0.00039406,0.0007536276,0.7849742],"genre_scores_gemma":[0.008435125,0.05715264,0.01354147,0.0007614823,0.0005752071,0.00007335247,0.0002841338,0.0004076702,0.9187689],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05468598,"threshold_uncertainty_score":0.1829428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3498185139335401,"score_gpt":0.426687604165665,"score_spread":0.0768690902321249,"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."}}