{"id":"W4375856431","doi":"10.1016/j.jcyt.2023.04.005","title":"An International Society for Cell and Gene Therapy Mesenchymal Stromal Cells (MSC) Committee perspectives on International Standards Organization/Technical Committee 276 Biobanking Standards for bone marrow-MSCs and umbilical cord tissue–derived MSCs for research purposes","year":2023,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Ottawa Hospital; University Health Network","funders":"Institut des Sciences du Cerveau de Toulouse","keywords":"Standardization; Biobank; Mesenchymal stem cell; Terminology; Medicine; Computer science; Engineering ethics; Bioinformatics; Biology; Engineering; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03724705,0.001258956,0.0009768886,0.003314923,0.003870145,0.009841163,0.002176905,0.01083778,0.01091649],"category_scores_gemma":[0.01362611,0.0008793125,0.001771163,0.002095763,0.003079292,0.00272827,0.004057921,0.01178228,0.009060515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388887,"about_ca_system_score_gemma":0.05657487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081068,"about_ca_topic_score_gemma":0.02677485,"domain_scores_codex":[0.9798369,0.003504965,0.002956728,0.001249804,0.01010004,0.002351514],"domain_scores_gemma":[0.9518057,0.004990018,0.001895863,0.002781789,0.03441986,0.004106705],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001201007,0.000481786,0.002052336,0.0003854538,0.00003615712,0.0003945109,0.0007729317,0.0006551793,0.01276331,0.08469733,0.7655792,0.1320617],"study_design_scores_gemma":[0.00001322946,0.00006823455,0.001354489,0.000271296,0.00002016928,0.0001469444,0.0002327772,0.0002864246,0.002475964,0.002774306,0.9923317,0.00002441186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01335672,0.0263973,0.05591673,0.4017574,0.09833924,0.003046282,0.001724238,0.0009777304,0.3984844],"genre_scores_gemma":[0.04039368,0.02390699,0.0546057,0.08850647,0.0131107,0.002349122,0.004725311,0.0006726498,0.7717293],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9627529,"threshold_uncertainty_score":0.1969836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684570605915448,"score_gpt":0.4183619765012435,"score_spread":0.351516270442089,"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."}}