{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052384,0.00007971421,0.0001028438,0.00005643671,0.0000224874,0.000005490489,0.00004515714,0.00009961195,0.0001344974],"category_scores_gemma":[0.00005589151,0.00008189163,0.00001311357,0.0001416875,0.00005049206,0.0001474966,0.00002112912,0.00004641965,0.000001442167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206822,"about_ca_system_score_gemma":0.000008055076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001493346,"about_ca_topic_score_gemma":0.00001074197,"domain_scores_codex":[0.9994923,0.00002926477,0.0002150547,0.0001242162,0.00003632476,0.0001027776],"domain_scores_gemma":[0.9997035,0.00002957414,0.00005138483,0.0000933852,0.00009828942,0.0000238379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002897921,0.000236921,0.08085986,0.003149967,0.0000739403,0.000004562741,0.008085547,0.595291,0.3059408,0.00214394,0.0003212204,0.003602471],"study_design_scores_gemma":[0.001713021,0.0004538429,0.02049833,0.0002333793,0.000105721,0.00002149799,0.0007948958,0.5287094,0.4381611,0.006191926,0.002111378,0.001005514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6703851,0.0003008423,0.3254321,0.000005867118,0.0001048188,0.0001068004,0.000008436011,0.0001379455,0.003518119],"genre_scores_gemma":[0.9887762,0.0001189803,0.01097208,0.00001845976,0.00002014257,0.00001768874,0.00004056585,0.00001344435,0.00002244963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183911,"threshold_uncertainty_score":0.3339444,"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."}}