{"id":"W1989952413","doi":"10.1089/cpt.2006.9996","title":"Mammalian Cell Desiccation: Facing The Challenges","year":2006,"lang":"en","type":"article","venue":"Cell Preservation Technology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Desiccation; Stem cell; Desiccation tolerance; Regenerative medicine; Cell biology; Biotechnology; Biology; Platelet; Cryopreservation; Sperm; Chemistry; Immunology; Botany; 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":[0.00300373,0.0004281931,0.00118621,0.0006268806,0.0007457216,0.001773866,0.001090394,0.001838981,0.002470227],"category_scores_gemma":[0.001984941,0.000294074,0.0005204086,0.0007395747,0.00141777,0.002676808,0.001260039,0.002605836,0.001997499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000957377,"about_ca_system_score_gemma":0.000877159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009387195,"about_ca_topic_score_gemma":0.00120471,"domain_scores_codex":[0.9990743,0.0002073732,0.0001100609,0.0001351327,0.0004265056,0.0000465631],"domain_scores_gemma":[0.9984717,0.0004875531,0.0001596941,0.0001492484,0.0006413757,0.00009041306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004389501,0.0001340584,0.002222359,0.007546122,0.0001898476,0.001220029,0.001775715,0.001933396,0.3751486,0.03066381,0.03075282,0.5479742],"study_design_scores_gemma":[0.00003809958,0.0005825355,0.003272459,0.0007712202,0.0001482165,0.005512535,0.001334252,0.001752669,0.1300937,0.02092921,0.8354765,0.00008859348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0432207,0.8428031,0.0564722,0.04355917,0.003706721,0.0001191635,0.0002421856,0.0004023205,0.009474361],"genre_scores_gemma":[0.1319901,0.7667993,0.07085072,0.01018707,0.003147955,0.0003102751,0.0007294251,0.0002573048,0.01572788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00300373,"threshold_uncertainty_score":0.01588541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229227297317204,"score_gpt":0.2267611107679839,"score_spread":0.2038383810362634,"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."}}