{"id":"W2417837224","doi":"10.3727/000000002783985468","title":"Innocuous Intracellular Ice Improves Survival of Frozen Cells","year":2002,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cryopreservation; Intracellular; Cryoprotectant; Cell biology; Cryobiology; Ice formation; Biology; Cell survival; Fibroblast; Embryo; In vitro; Biochemistry","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":[0.0001763538,0.00009601295,0.0001965256,0.00004856286,0.00003179064,0.000002564567,0.00005054811,0.0001113595,0.0002314585],"category_scores_gemma":[0.00001167499,0.00008285201,0.00005700114,0.0001030542,0.00009646924,0.0000574043,0.000003026276,0.0001281625,0.00006108583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192813,"about_ca_system_score_gemma":0.0000109434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097689,"about_ca_topic_score_gemma":0.000002664043,"domain_scores_codex":[0.9992296,0.00006414508,0.0002323887,0.0002414995,0.0001056687,0.0001267246],"domain_scores_gemma":[0.9995449,0.00005043727,0.00006907677,0.0002119008,0.00007859332,0.0000450636],"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":[0.0008723347,0.0002240016,0.006053507,0.0003834622,0.00002472649,0.00001973701,0.001039809,0.000004149247,0.9882832,0.00001539817,0.00006159197,0.003018108],"study_design_scores_gemma":[0.0008289199,0.0002084872,0.1886593,0.00001791014,0.000116925,0.00001116957,0.00006811602,0.00008759463,0.8095004,0.00005737027,0.0003686462,0.00007514637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890747,0.0006028617,0.001712782,0.0001078457,0.0002861203,0.0002536261,0.00001907959,0.0000317878,0.00791117],"genre_scores_gemma":[0.9976861,0.0006071994,0.0004690585,0.00003571235,0.00009080611,0.000005159766,0.00006544865,0.000009009352,0.001031496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1826058,"threshold_uncertainty_score":0.3378607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964844224657053,"score_gpt":0.2331173301999132,"score_spread":0.2134688879533427,"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."}}