{"id":"W4288448213","doi":"10.1002/bit.28197","title":"Recent developments in cell shipping methods","year":2022,"lang":"en","type":"review","venue":"Biotechnology and Bioengineering","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cryopreservation; Cryoprotectant; Cell therapy; Cell survival; Cell; Apoptosis; Biology; Cell biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002556,0.001059799,0.001137819,0.003149084,0.0004607434,0.001202935,0.0009759825,0.0009626123,0.005125917],"category_scores_gemma":[0.0009145858,0.0004809634,0.0008614065,0.002985573,0.000518072,0.001914566,0.0008324225,0.002015199,0.003456926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276686,"about_ca_system_score_gemma":0.0008961607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288999,"about_ca_topic_score_gemma":0.001253896,"domain_scores_codex":[0.9995197,0.00005789306,0.00006426262,0.00009732031,0.0002270919,0.00003372765],"domain_scores_gemma":[0.9994898,0.0002606662,0.00006280581,0.00002181303,0.000139109,0.00002571111],"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":[0.00006894,0.00008920299,0.0002087402,0.027878,0.00008147874,0.0002579316,0.0001296228,0.0006204937,0.01039161,0.005487842,0.01503401,0.9397522],"study_design_scores_gemma":[0.000009369394,0.0001090831,0.0004947659,0.001473698,0.00009761169,0.0007563574,0.00004469313,0.0001276112,0.004009939,0.001280916,0.99157,0.00002590876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003885544,0.9954976,0.0007267274,0.0002055114,0.0002556265,0.00001459663,0.00004268413,0.00002017498,0.002848484],"genre_scores_gemma":[0.0009576805,0.9969606,0.0007576609,0.0001632998,0.0001474511,0.00001854905,0.00007299735,0.000004718097,0.0009169827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005125917,"threshold_uncertainty_score":0.0171479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0877087408336067,"score_gpt":0.3671286332943297,"score_spread":0.279419892460723,"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."}}