{"id":"W4390679400","doi":"10.18609/cgti.2023.195","title":"Current issues & future trends in cryopreservation for advanced therapies","year":2023,"lang":"en","type":"article","venue":"Cell and Gene Therapy Insights","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; Panthera","keywords":"Cryopreservation; Current (fluid); Intensive care medicine; Medicine; Risk analysis (engineering); Engineering ethics; Engineering; Biology; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01137546,0.0007514112,0.0008641713,0.002575166,0.001952856,0.00923515,0.002476289,0.007623963,0.02998051],"category_scores_gemma":[0.01304524,0.0004353952,0.00108221,0.003660749,0.003704545,0.009674967,0.002141383,0.006886663,0.01170917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004361626,"about_ca_system_score_gemma":0.008697852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299339,"about_ca_topic_score_gemma":0.004772746,"domain_scores_codex":[0.995953,0.0008694434,0.0004957068,0.0004107763,0.001871074,0.0004001105],"domain_scores_gemma":[0.9801645,0.007497513,0.001330193,0.0004535937,0.007520852,0.003033432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007938747,0.0001201131,0.000572384,0.003385762,0.00001717351,0.0002954195,0.0002679613,0.0002907192,0.0007170531,0.01778629,0.5125768,0.463891],"study_design_scores_gemma":[0.000007036714,0.00004130559,0.0003058573,0.001053208,0.000009967936,0.0003112735,0.0003034664,0.0001417606,0.0001487467,0.004568161,0.9930957,0.00001354368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007483668,0.6160065,0.002397203,0.2868066,0.06154735,0.00007311818,0.000204347,0.0002469493,0.03196952],"genre_scores_gemma":[0.009000525,0.7885221,0.007039101,0.08910439,0.06637312,0.0001607815,0.0004709878,0.0001794977,0.0391496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02998051,"threshold_uncertainty_score":0.1002948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216544241441164,"score_gpt":0.3603320566345505,"score_spread":0.2981666142201388,"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."}}