{"id":"W2611458593","doi":"10.1016/j.jcyt.2017.04.005","title":"Transient warming events occurring after freezing impairs umbilical cord–derived mesenchymal stromal cells functionality","year":2017,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"Cryopreservation; Mesenchymal stem cell; Umbilical cord; Andrology; Stromal cell; Viability assay; Chemistry; Biology; Cell; Immunology; Cell biology; Medicine; Embryo; Cancer research; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007752919,0.0003283215,0.0005258105,0.0001197559,0.0005487114,0.0001168687,0.0003990388,0.0001982073,0.002617495],"category_scores_gemma":[0.0001192921,0.0002872458,0.0003372577,0.00009512513,0.0002586678,0.0002430245,0.0001084941,0.0005472043,0.0001760032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487522,"about_ca_system_score_gemma":0.0002149156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299766,"about_ca_topic_score_gemma":0.00006004144,"domain_scores_codex":[0.9968628,0.0001395661,0.0004683226,0.0006963158,0.001022742,0.0008102594],"domain_scores_gemma":[0.9978758,0.0001292435,0.0001602601,0.001132247,0.0001729756,0.000529481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004936845,0.0006072811,0.2974079,0.000260353,0.000298257,0.0004285904,0.0007630927,0.00001681002,0.67426,0.00004252542,0.0005946704,0.02038368],"study_design_scores_gemma":[0.005794304,0.001192566,0.8968974,0.0003346429,0.00007328158,0.0001142818,0.0002183223,0.001351744,0.08349111,0.0001089525,0.009905892,0.0005174954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933369,0.0002706488,0.001611528,0.0007272309,0.0005608203,0.0008359697,0.00002790423,0.000094706,0.002534282],"genre_scores_gemma":[0.9965388,0.00005210724,0.001085286,0.0003692605,0.0004648824,0.0001007934,0.000009957793,0.000063633,0.001315341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5994895,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484572998139035,"score_gpt":0.3446798531171799,"score_spread":0.2962225533032763,"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."}}