{"id":"W3200304290","doi":"10.1002/sct3.13007","title":"Results of a Multicenter Evaluation of a Rapid Flow Cytometry Potency Assay for Cryopreserved Cord Blood Units: A BEST Collaborative Study","year":2021,"lang":"en","type":"article","venue":"Stem Cells Translational Medicine","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Potency; Cord blood; Flow cytometry; Cryopreservation; Andrology; Medicine; Immunology; Chemistry; Biology; In vitro; Biochemistry; 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":[0.06876512,0.001664812,0.001661282,0.001360324,0.001313765,0.001748166,0.001649416,0.00191551,0.0008066568],"category_scores_gemma":[0.04664258,0.0006960678,0.001301466,0.000971504,0.001342786,0.0008190856,0.001794198,0.0009426069,0.0005672708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472323,"about_ca_system_score_gemma":0.001837147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496945,"about_ca_topic_score_gemma":0.002556633,"domain_scores_codex":[0.9202881,0.04440289,0.00602536,0.009202576,0.01838885,0.001692301],"domain_scores_gemma":[0.9150451,0.01997775,0.01073342,0.01383755,0.03757898,0.002827258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0272762,0.004978092,0.64033,0.001155524,0.003192538,0.0009149103,0.01133178,0.004196594,0.1590079,0.0006441841,0.004034617,0.1429377],"study_design_scores_gemma":[0.001397884,0.05570541,0.8327051,0.0001988432,0.002742493,0.001877707,0.002087688,0.004799794,0.08204729,0.0002783984,0.01588456,0.0002748308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825805,0.001408579,0.01070418,0.00035195,0.00009252662,0.001377372,0.001186205,0.0001636785,0.002134972],"genre_scores_gemma":[0.9819427,0.0003557369,0.01274454,0.000567222,0.0001044573,0.001055106,0.002259562,0.0001147322,0.0008560348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06876512,"threshold_uncertainty_score":0.363669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05752959028847084,"score_gpt":0.308589926181867,"score_spread":0.2510603358933962,"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."}}