{"id":"W2799303378","doi":"10.3390/biomedicines6020054","title":"Comparison of Synthetic Media Designed for Expansion of Adipose-Derived Mesenchymal Stromal Cells","year":2018,"lang":"en","type":"article","venue":"Biomedicines","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesenchymal stem cell; Platelet lysate; Fetal bovine serum; Adipose tissue; Flow cytometry; Stromal cell; Immunology; Cell biology; Biology; Cell; Cancer research; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006929351,0.0002231075,0.0009322215,0.000424588,0.00006599886,0.00000450282,0.0002377868,0.0001793287,0.0004900994],"category_scores_gemma":[0.00077282,0.0001629655,0.0001533957,0.0004889498,0.001060574,0.00004540986,0.00007253473,0.0001069341,0.00002635844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004182713,"about_ca_system_score_gemma":0.000254376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008095922,"about_ca_topic_score_gemma":0.00001242662,"domain_scores_codex":[0.9973926,0.00009545931,0.0008067586,0.0003658866,0.0008904451,0.000448838],"domain_scores_gemma":[0.9972774,0.0008242131,0.000296576,0.000501531,0.0007993078,0.0003010087],"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":[0.00114022,0.0002692604,0.005246568,0.0007229168,0.00009042592,0.000006476843,0.00129559,3.586411e-7,0.9821218,0.00005660312,0.002777741,0.006272045],"study_design_scores_gemma":[0.002507004,0.004941587,0.01132931,0.0005959668,0.0002109599,0.00001291366,0.001180485,0.00136231,0.9765863,0.00004590578,0.001094546,0.0001326785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928259,0.0008232866,0.003309179,0.0004331429,0.000515741,0.001147268,0.00003043663,0.00004302151,0.0008720087],"genre_scores_gemma":[0.9906443,0.00003052826,0.008424177,0.00002755824,0.000479034,0.00003352655,0.00003583588,0.00003857408,0.0002864477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006139367,"threshold_uncertainty_score":0.6645539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08020474090816364,"score_gpt":0.377999681800443,"score_spread":0.2977949408922794,"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."}}