{"id":"W4390511161","doi":"10.1302/1358-992x.2024.2.027","title":"ANIMAL COMPONENT-FREE WORKFLOWS TO DERIVE TENOCYTE-LIKE CELLS FROM HUMAN MESENCHYMAL STROMAL CELLS AND PLURIPOTENT STEM CELLS","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Stemcell Technologies","funders":"","keywords":"Mesenchymal stem cell; Cell biology; Embryonic stem cell; Progenitor cell; Induced pluripotent stem cell; Stromal cell; Tissue engineering; Stem cell; Biology; Immunology; Biomedical engineering; Chemistry; Medicine; Cancer research; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001878076,0.0006468976,0.0007797016,0.00033641,0.0002370228,0.0002703796,0.0002989996,0.000246605,0.0002410009],"category_scores_gemma":[0.000007830758,0.0005253396,0.0002915449,0.0004370454,0.000162927,0.0002487747,0.0004445289,0.0005605099,0.0001782936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293917,"about_ca_system_score_gemma":0.0001158856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001957831,"about_ca_topic_score_gemma":0.00002304348,"domain_scores_codex":[0.9964655,0.00001648323,0.0006301588,0.001233802,0.0008426463,0.000811386],"domain_scores_gemma":[0.9984018,0.00007189745,0.0001250931,0.0003909396,0.0001516254,0.0008586413],"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":[0.000590913,0.0002226838,0.005907678,0.000438346,0.0006382648,0.001487628,0.002877722,0.000002012576,0.948477,0.0005560129,0.02519022,0.01361152],"study_design_scores_gemma":[0.01122942,0.006065823,0.04684349,0.002575229,0.00336646,0.0008119979,0.003802539,0.0006564525,0.740947,0.0008169681,0.1807352,0.002149384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921867,0.001771784,0.00007539393,0.001455298,0.0009020288,0.001197926,0.0002550207,0.000480811,0.001675009],"genre_scores_gemma":[0.9914142,0.0001149414,0.004567655,0.0006883728,0.0009351081,0.00008729422,0.00004434359,0.0001183162,0.002029762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20753,"threshold_uncertainty_score":0.9997198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305357730873485,"score_gpt":0.2401060953108896,"score_spread":0.2270525180021548,"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."}}