{"id":"W4360820501","doi":"10.3791/64697","title":"Construction, Characterization, and Regenerative Application of Self-Assembled Human Mesenchymal Stem Cell Aggregates","year":2023,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Mesenchymal stem cell; Regenerative medicine; Cell biology; Stem cell; Tissue engineering; Regeneration (biology); Extracellular matrix; Transplantation; Biology; Biomedical engineering; Medicine; Surgery","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":[0.0004454258,0.0003189739,0.00014672,0.0004629417,0.0002918588,0.0002579098,0.0001891239,0.0002489765,0.0004508757],"category_scores_gemma":[0.0002911515,0.0001874974,0.0002708443,0.000283052,0.0002079196,0.0001903024,0.0001365975,0.0002563337,0.0002525286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290839,"about_ca_system_score_gemma":0.0002675535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006952292,"about_ca_topic_score_gemma":0.001170207,"domain_scores_codex":[0.999716,0.00003952367,0.00004887565,0.00004853638,0.0001174891,0.00002961245],"domain_scores_gemma":[0.9998211,0.00003198019,0.00003914615,0.00002727905,0.00005643959,0.00002409821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001672272,0.00001637587,0.0001023215,0.00002525885,0.000002518612,0.00003157226,0.00003638436,0.0001479235,0.9985088,0.00006616281,0.00003137988,0.001014644],"study_design_scores_gemma":[0.000002748577,0.00008330908,0.001029142,0.000002550617,0.000008325129,0.00005158324,0.00001432007,0.0007966613,0.9969766,0.00001687945,0.001013765,0.000004068042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502421,0.001951164,0.0431268,0.0001467312,0.00008506208,0.0004177653,0.001178201,0.0004025931,0.002449589],"genre_scores_gemma":[0.962634,0.001032676,0.03242383,0.00008178654,0.00002418583,0.0002537267,0.001466447,0.00006891177,0.002014577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006952292,"threshold_uncertainty_score":0.002355635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473712064702923,"score_gpt":0.4211107517996382,"score_spread":0.386373631152609,"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."}}