{"id":"W1537216633","doi":"10.1007/b137204","title":"Biopreservation of Cells and Engineered Tissues","year":2005,"lang":"en","type":"review","venue":"Advances in biochemical engineering, biotechnology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian Blood Services","funders":"","keywords":"Biopreservation; Cryopreservation; Biology; Biochemical engineering; Nanotechnology; Engineering; Cell biology; Materials science; Microbiology","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":[0.0007449012,0.001463846,0.001865296,0.002173144,0.0003719974,0.0009700111,0.001503753,0.001184735,0.003420094],"category_scores_gemma":[0.0005481238,0.0004223355,0.0004809884,0.002723305,0.0008642203,0.001748237,0.0006888086,0.001618409,0.00405158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667367,"about_ca_system_score_gemma":0.0007700279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123252,"about_ca_topic_score_gemma":0.002079927,"domain_scores_codex":[0.999763,0.00002122664,0.00002813052,0.00004414373,0.0001259852,0.00001755752],"domain_scores_gemma":[0.9997137,0.0001394673,0.0000414973,0.00001816926,0.00007062578,0.00001647459],"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":[0.00006996951,0.00008691717,0.00009405214,0.008560916,0.00004885433,0.0002272315,0.00004558347,0.0004715332,0.01634359,0.004139672,0.01629571,0.9536159],"study_design_scores_gemma":[0.00001379349,0.00004867494,0.000450562,0.0008121145,0.0000555749,0.0009497605,0.00002828611,0.0001071338,0.006283245,0.001543997,0.9896903,0.00001652762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002353222,0.9954273,0.00147438,0.0001220407,0.0003968378,0.000009958443,0.00001827531,0.00001883185,0.00229706],"genre_scores_gemma":[0.0007949219,0.9938427,0.00121816,0.0001739976,0.0002173287,0.00001453575,0.00006197259,0.000005147779,0.003671208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003420094,"threshold_uncertainty_score":0.01144135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319164709176992,"score_gpt":0.3054098169140747,"score_spread":0.2922181698223048,"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."}}