{"id":"W6921955819","doi":"10.11575/prism/35025","title":"Ex Vivo Expansion of Human Mesenchymal Stem Cells in Defined Serum-Free Media","year":2012,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Mesenchymal stem cell; Ex vivo; Stem cell; Cell culture; In vivo","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682172,0.0007282735,0.00044972,0.0008302986,0.000364862,0.0005457576,0.0007271102,0.0003912762,0.006565624],"category_scores_gemma":[0.0001515921,0.0002281845,0.0005438013,0.0005455472,0.0002129018,0.0001831293,0.0004772407,0.0007561071,0.003831639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743418,"about_ca_system_score_gemma":0.0005990966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398044,"about_ca_topic_score_gemma":0.01107811,"domain_scores_codex":[0.9996169,0.0000461426,0.00005147691,0.00006114732,0.0001617523,0.00006269423],"domain_scores_gemma":[0.9998634,0.00002948231,0.00001137078,0.00002848642,0.0000326006,0.00003460351],"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":[0.0006716244,0.0004024282,0.0003829131,0.0001525982,0.00001759832,0.0002196861,0.0001143271,0.0006532677,0.9772434,0.0009097453,0.003259354,0.01597317],"study_design_scores_gemma":[0.00009409922,0.0003706315,0.003628334,0.00003694909,0.00003976197,0.000172952,0.0000284689,0.001427583,0.9569108,0.00007674941,0.03720367,0.000009918769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710256,0.008532405,0.09322838,0.0006439753,0.0006525958,0.004300091,0.03932999,0.002296211,0.1799909],"genre_scores_gemma":[0.6921043,0.005995727,0.07210514,0.0004197434,0.0001065806,0.002570804,0.03868139,0.000461213,0.187555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006565624,"threshold_uncertainty_score":0.02196419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431968162913765,"score_gpt":0.1939169974103938,"score_spread":0.1795973157812561,"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."}}