{"id":"W4405045469","doi":"10.1088/1748-605x/ad9af1","title":"Injectable, cryopreservable mesenchymal stromal cell-loaded microbeads for pro-angiogenic therapy: in vitro proof-of-concept","year":2024,"lang":"en","type":"article","venue":"Biomedical Materials","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Cegep Edouard Montpetit","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Mesenchymal stem cell; Viability assay; Gelatin; Paracrine signalling; Stromal cell; Chitosan; Biomedical engineering; Cryopreservation; Tissue engineering; Materials science; Wound healing; Cell; Chemistry; Cell biology; Immunology; Medicine; Cancer research; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001640766,0.0003341067,0.0009891156,0.0005303141,0.00004905995,0.00009194678,0.0003755453,0.0004013831,0.001921656],"category_scores_gemma":[0.0004911144,0.0002449403,0.0002342369,0.0008412448,0.0003888663,0.0001533989,0.0001813165,0.0002241638,0.00004359738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868011,"about_ca_system_score_gemma":0.0007914982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501607,"about_ca_topic_score_gemma":0.000001628925,"domain_scores_codex":[0.9962539,0.0002375828,0.00102979,0.0006976007,0.000837639,0.0009434842],"domain_scores_gemma":[0.9984314,0.0004439824,0.0001129251,0.0004701555,0.000182417,0.0003591042],"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":[0.001779275,0.0004074897,0.00002970459,0.002772164,0.0001534923,0.000148741,0.000345014,4.990569e-7,0.9826249,0.00007190055,0.00666242,0.005004342],"study_design_scores_gemma":[0.002443842,0.001563077,0.00007338599,0.0005371783,0.00005131824,0.00005206885,0.0001098972,0.0001305696,0.9755551,0.0002677329,0.01899652,0.0002193238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839448,0.009347252,0.0002783731,0.001200945,0.001136376,0.003360909,0.0003405849,0.0001113304,0.0002793801],"genre_scores_gemma":[0.9923203,0.00008254746,0.002784248,0.0001003063,0.0007874976,0.0006272355,0.0003331361,0.00008629246,0.002878436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123341,"threshold_uncertainty_score":0.9989907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025848464979322,"score_gpt":0.320110691805534,"score_spread":0.2798522071557408,"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."}}