{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002906514,0.0003801793,0.0008680652,0.00121639,0.00004046336,0.00000296908,0.001022897,0.0006843876,0.009136866],"category_scores_gemma":[0.00001117601,0.0004720872,0.0002241373,0.0003728937,0.0004067095,0.0001297935,0.000574769,0.0003527549,0.0006161084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202002,"about_ca_system_score_gemma":0.0001536117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004756306,"about_ca_topic_score_gemma":0.006290364,"domain_scores_codex":[0.9979666,0.000235287,0.0002847869,0.0004118642,0.0006751589,0.0004262502],"domain_scores_gemma":[0.9979895,0.00009226865,0.000624365,0.001019628,0.00007843159,0.000195751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003291066,0.0005482124,0.00408947,0.0008653079,0.0002545073,0.0002697554,0.003826951,0.000004316872,0.07940252,0.002552907,0.9062071,0.001649815],"study_design_scores_gemma":[0.01834618,0.0005472879,0.0153214,0.004690231,0.001327425,0.00001630991,0.006458934,0.0001685918,0.05726633,0.0003531538,0.8922068,0.003297349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05234885,0.0009282957,0.00006826156,0.00001274171,0.0003750895,0.000690217,0.001509641,0.0002495578,0.9438173],"genre_scores_gemma":[0.04867012,0.0002234945,0.005718822,0.00001973875,0.0002224371,3.970196e-7,0.0003472369,0.001286832,0.9435109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02213619,"threshold_uncertainty_score":0.9997731,"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."}}