{"id":"W2174216715","doi":"10.1089/153834404322708727","title":"Intracellular Ice Formation in Three-Dimensional Tissues: Pancreatic Islets","year":2004,"lang":"en","type":"article","venue":"Cell Preservation Technology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; University of Texas at Austin","keywords":"IIf; Cryopreservation; Dimethyl sulfoxide; Islet; Pancreatic islets; Cryobiology; Intracellular; Pancreas; Chemistry; Biology; Cell biology; Biophysics; Biochemistry; Immunology; Endocrinology; Insulin; Indirect immunofluorescence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562074,0.0001385038,0.0002670293,0.0004892603,0.00005511221,0.00001034921,0.0001019027,0.0002723102,0.0002388697],"category_scores_gemma":[0.000321472,0.0001310274,0.0000369464,0.0006733388,0.00008217886,0.0002959566,0.00005107531,0.0002527005,0.0002773507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509046,"about_ca_system_score_gemma":0.00006330953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009137883,"about_ca_topic_score_gemma":0.0000271402,"domain_scores_codex":[0.9989207,0.0000179169,0.000368786,0.0002382304,0.0002037056,0.0002506933],"domain_scores_gemma":[0.9992945,0.00005550665,0.00011021,0.0003611873,0.0001215315,0.00005706566],"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":[0.0002992165,0.001051307,0.05013443,0.0006249649,0.00005815083,0.0001607978,0.0004445415,0.002194442,0.9149995,0.02134762,0.002077608,0.006607414],"study_design_scores_gemma":[0.00578329,0.0004915066,0.008234562,0.0002828033,0.00007885473,0.00007784523,0.0002240072,0.009742077,0.9184148,0.04895601,0.007446734,0.0002674683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833046,0.0008775419,0.005797201,0.005407839,0.00009337575,0.0005068692,0.000001699775,0.0002837839,0.003727151],"genre_scores_gemma":[0.9927877,0.00003305843,0.005697506,0.0005220741,0.0000394923,0.00008563895,0.00008657618,0.00001672565,0.0007312764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04189987,"threshold_uncertainty_score":0.534314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519381208625438,"score_gpt":0.2351713661857579,"score_spread":0.2199775540995035,"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."}}