{"id":"W2141163297","doi":"10.1155/2012/123030","title":"<i>Ex Vivo</i>Expansion of Human Mesenchymal Stem Cells in Defined Serum-Free Media","year":2012,"lang":"en","type":"article","venue":"Stem Cells International","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Mesenchymal stem cell; Fetal bovine serum; Ex vivo; Medicine; Cell therapy; Clinical trial; Bioprocess; Stem cell; In vivo; Cell; Immunology; Biotechnology; Biology; Pathology; Cell biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001274396,0.0003243379,0.0005905266,0.0005769124,0.00005924578,0.00002883432,0.0007488704,0.0002464671,0.003780316],"category_scores_gemma":[0.00005172544,0.0002930297,0.0002151414,0.000408568,0.0001579587,0.0002819609,0.0004703295,0.0005015636,0.0004134249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530906,"about_ca_system_score_gemma":0.0001806306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092334,"about_ca_topic_score_gemma":0.00009898171,"domain_scores_codex":[0.9956627,0.0001933787,0.0009635717,0.0004700505,0.001947326,0.0007629017],"domain_scores_gemma":[0.9977396,0.0004363496,0.0002751857,0.0007471961,0.000365674,0.0004360397],"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":[0.0003592095,0.0007630945,0.06969901,0.0004030584,0.0001545777,0.0001064676,0.001734953,0.00003207493,0.9085655,0.003356907,0.008414592,0.006410532],"study_design_scores_gemma":[0.003847252,0.0002816487,0.01212228,0.0004151977,0.00004771371,0.00004521281,0.0007674068,0.000596515,0.9703582,0.0001263057,0.01104785,0.0003444285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472868,0.0004583231,0.0000579917,0.000377011,0.001882166,0.0006612146,0.0001903183,0.00005551402,0.04903069],"genre_scores_gemma":[0.9828655,0.00008370517,0.0005946542,0.0001200898,0.0005693741,0.00002940388,0.00004195633,0.00005871735,0.01563665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06179267,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207482573900714,"score_gpt":0.3070892114142376,"score_spread":0.2650143856752305,"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."}}