{"id":"W4221073412","doi":"10.1111/trf.16820","title":"Cryopreserved hematopoietic stem/progenitor cells stability program‐development, current status and recommendations: A brief report from the AABB‐ISCT joint working group cellular therapy product stability project team","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Cryopreservation; Standardization; Progenitor cell; Apheresis; Haematopoiesis; Scope (computer science); Medicine; Stem cell; Computer science; Immunology; Biology","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":[0.0589128,0.0009738675,0.0006919644,0.00343888,0.001916836,0.005822374,0.003822083,0.004152094,0.00518568],"category_scores_gemma":[0.03802817,0.0006871177,0.001190553,0.004723874,0.0008248739,0.004163092,0.003063482,0.005269323,0.002648039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005123469,"about_ca_system_score_gemma":0.05274254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017342,"about_ca_topic_score_gemma":0.0162029,"domain_scores_codex":[0.977931,0.005559743,0.004162159,0.001032627,0.009117379,0.002197068],"domain_scores_gemma":[0.9151579,0.01339243,0.00717354,0.001218969,0.05007578,0.01298141],"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":[0.0001549404,0.0008516426,0.01943485,0.005620217,0.00005590924,0.0003762465,0.001979841,0.001069642,0.002440361,0.002161399,0.4775707,0.4882843],"study_design_scores_gemma":[0.00005221019,0.0006436968,0.03111851,0.01237609,0.0001075809,0.0004051641,0.007081107,0.001296662,0.002531525,0.0009605607,0.9433062,0.0001206383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04096363,0.1878709,0.03398404,0.6366336,0.01883617,0.007740595,0.01064395,0.00228023,0.06104691],"genre_scores_gemma":[0.136603,0.4832239,0.1657459,0.1065841,0.006717667,0.01010047,0.03675263,0.000798554,0.05347382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0589128,"threshold_uncertainty_score":0.3115644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077565744044278,"score_gpt":0.3267183771694353,"score_spread":0.2189618027650075,"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."}}