{"id":"W4221137077","doi":"10.1016/j.jcyt.2022.03.001","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":"Cytotherapy","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Progenitor cell; Haematopoiesis; Stem cell; Apheresis; Medicine; Immunology; Biology; Cell 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":[0.02980043,0.000867099,0.0006311869,0.001905488,0.001185087,0.005196929,0.002377769,0.003438133,0.005698578],"category_scores_gemma":[0.01006315,0.0004157785,0.0009853336,0.00157699,0.0008662653,0.002469282,0.001986423,0.004144332,0.002633458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543863,"about_ca_system_score_gemma":0.01951239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006374854,"about_ca_topic_score_gemma":0.01000434,"domain_scores_codex":[0.9932939,0.0012248,0.0007950924,0.0004474118,0.003616311,0.0006224341],"domain_scores_gemma":[0.9818078,0.002973499,0.00191653,0.0004016798,0.01056633,0.002334209],"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":[0.000751822,0.00135456,0.006492884,0.002889383,0.00009284693,0.0003904039,0.0005426428,0.00255764,0.02659841,0.005926086,0.2513011,0.7011022],"study_design_scores_gemma":[0.00009200252,0.001518668,0.005474896,0.002212642,0.0001805386,0.0004710711,0.0008109733,0.001031491,0.03489614,0.001689229,0.9515459,0.00007648204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05195519,0.4423511,0.1013825,0.2508711,0.02497718,0.007084967,0.01016609,0.002324927,0.1088871],"genre_scores_gemma":[0.1123168,0.4995305,0.1766857,0.04161524,0.007090554,0.004999775,0.02326098,0.00102469,0.1334758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02980043,"threshold_uncertainty_score":0.1576016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220844087028801,"score_gpt":0.3378507555334763,"score_spread":0.2157663468305961,"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."}}