{"id":"W2611651874","doi":"10.1016/j.cryobiol.2017.04.012","title":"Expansion and cryopreservation of porcine and human corneal endothelial cells","year":2017,"lang":"en","type":"article","venue":"Cryobiology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cryopreservation; Umbilical vein; Corneal endothelium; Cell biology; Biology; Basement membrane; Endothelial stem cell; Endothelium; Andrology; Chemistry; In vitro; Medicine; Biochemistry; Embryo; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154872,0.00006787138,0.0002114764,0.00003719295,0.0001311613,0.000006696637,0.00003988275,0.00008423108,0.00007320609],"category_scores_gemma":[0.00009282568,0.00005543544,0.00002258055,0.00001244234,0.000274064,0.00004850317,0.00006505132,0.00005998695,0.000001921264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003489632,"about_ca_system_score_gemma":0.00001602938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002709156,"about_ca_topic_score_gemma":0.00004721585,"domain_scores_codex":[0.9995534,0.00002085789,0.000139326,0.0001500655,0.0000323354,0.0001040461],"domain_scores_gemma":[0.9995336,0.0000525846,0.0001053678,0.0002187419,0.00003713238,0.00005256309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002322466,0.00004085094,0.4408495,0.00004949877,0.00001111768,0.000007881104,0.00007912556,2.030751e-7,0.55283,0.0009127721,0.0004157783,0.00457111],"study_design_scores_gemma":[0.001558262,0.0004649073,0.9618607,0.00003186352,0.00003344191,0.00002684711,0.00005447751,0.0000311548,0.03094662,0.0009547315,0.003967585,0.00006947213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973555,0.0001605774,0.00002309628,0.0003856536,0.0001165716,0.0001210499,0.0000105269,0.00001068824,0.001816379],"genre_scores_gemma":[0.9992511,0.00009741265,0.00005313309,0.0001368666,0.0000686176,0.00000317582,0.00001976709,0.000005296203,0.0003646109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218834,"threshold_uncertainty_score":0.2260592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987750654682657,"score_gpt":0.2951589505598202,"score_spread":0.2652814440129936,"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."}}