{"id":"W2147445274","doi":"10.1093/humrep/den404","title":"ROCK inhibitor improves survival of cryopreserved serum/feeder-free single human embryonic stem cells","year":2008,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Cryopreservation; Embryonic stem cell; Andrology; Apoptosis; Biology; Stem cell; Cell biology; Cell; Matrigel; Cell culture; Cell growth; Molecular biology; Embryo; Immunology; Biochemistry; Medicine","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":[0.0004650262,0.0002315407,0.0002759932,0.0001175381,0.0003582387,0.00002618869,0.0004759441,0.0001984651,0.00003864414],"category_scores_gemma":[0.00005685072,0.0002421789,0.0001657933,0.0001665984,0.0001515752,0.00001554317,0.0004385196,0.0001869991,0.00002273573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004708551,"about_ca_system_score_gemma":0.00006445562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006129292,"about_ca_topic_score_gemma":0.00009899215,"domain_scores_codex":[0.9975789,0.0001796561,0.0004276433,0.0009643856,0.0004476121,0.0004018342],"domain_scores_gemma":[0.9975911,0.000007803037,0.0002275889,0.001770482,0.0003004385,0.0001025472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006877775,0.0002800789,0.001298559,0.0001189012,0.00005727567,0.00000550414,0.00006820956,0.0001249499,0.9931446,0.00001964119,0.004589526,0.0002239272],"study_design_scores_gemma":[0.0007737177,0.0007315459,0.008264356,0.00001918741,0.00001537013,0.00002649018,0.0001014045,0.00001100287,0.9848548,0.00005602534,0.004904959,0.0002411573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971914,0.0006406907,0.00006297425,0.0001144875,0.0004706032,0.000409899,0.00001617662,0.00004580056,0.001047982],"genre_scores_gemma":[0.976591,0.0000712425,0.00006712512,0.000008969649,0.001057563,0.00002147227,0.00007523431,0.00005228859,0.02205512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100714,"threshold_uncertainty_score":0.987577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417484794754777,"score_gpt":0.2661097199212628,"score_spread":0.224361240445785,"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."}}