{"id":"W2166452081","doi":"10.1093/glycob/cwr115","title":"Inhibiting ice recrystallization and optimization of cell viability after cryopreservation","year":2011,"lang":"en","type":"article","venue":"Glycobiology","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cryoprotectant; Cryopreservation; Recrystallization (geology); Viability assay; Cell; Intracellular; Chemistry; Ice formation; Cell biology; Osmotic shock; Biophysics; Biochemistry; Biology; Embryo","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":[0.0002372221,0.0004200213,0.0003054607,0.0001706476,0.0001657884,0.000262552,0.000220252,0.0001773563,0.0006773782],"category_scores_gemma":[0.0002507353,0.0001048313,0.0001844668,0.0001956092,0.0001786082,0.0001978549,0.000166911,0.0003797156,0.0001517233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919938,"about_ca_system_score_gemma":0.0002267061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011045,"about_ca_topic_score_gemma":0.001888833,"domain_scores_codex":[0.9998764,0.00002728993,0.00001503886,0.00002287872,0.00003198632,0.00002651787],"domain_scores_gemma":[0.999866,0.00004125643,0.00002347474,0.00001545368,0.00003740725,0.00001635621],"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":[0.00006036883,0.00001668493,0.0001536097,0.00002162517,0.000003170899,0.0000144078,0.00002363234,0.00009320622,0.9982837,0.00003181105,0.00001630959,0.001281514],"study_design_scores_gemma":[0.000002471575,0.0001501838,0.001208446,0.000002833886,0.000007217544,0.00003041518,0.00001060833,0.0002724555,0.9977283,0.00001039955,0.0005744056,0.00000221371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888965,0.002616241,0.006822711,0.00006180033,0.0000271494,0.00008137256,0.0003331419,0.00003831569,0.001122729],"genre_scores_gemma":[0.9835044,0.002470362,0.01023851,0.00003245375,0.000009952421,0.0001139005,0.0009240498,0.00003272277,0.002673565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001011045,"threshold_uncertainty_score":0.002266049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301250022002818,"score_gpt":0.1844662206173736,"score_spread":0.1714537203973455,"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."}}