{"id":"W2118514777","doi":"10.1002/term.441","title":"Human mesenchymal stem cell culture: rapid and efficient isolation and expansion in a defined serum-free medium","year":2011,"lang":"en","type":"article","venue":"Journal of Tissue Engineering and Regenerative Medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Mesenchymal stem cell; Fetal bovine serum; Population; Andrology; Chemically defined medium; Chemistry; Biology; Cell culture; Cell biology; Immunology; Biomedical engineering; Medicine; Biochemistry; In vitro; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004932123,0.0007528124,0.0005115662,0.0006082078,0.0002337863,0.0004759215,0.000455467,0.000433695,0.001548596],"category_scores_gemma":[0.000240277,0.0001782943,0.0003748608,0.0006284937,0.0002799165,0.0002618588,0.0004431627,0.0006767591,0.002113329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712295,"about_ca_system_score_gemma":0.0004112965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007992538,"about_ca_topic_score_gemma":0.001189487,"domain_scores_codex":[0.9993789,0.00008886582,0.0001028901,0.00009040317,0.000301938,0.00003695421],"domain_scores_gemma":[0.9998692,0.00002270231,0.00002142813,0.00002693756,0.00003549977,0.00002412361],"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":[0.0001063038,0.00005456933,0.0003251005,0.0001517878,0.000007003944,0.0001148129,0.0000423997,0.0001378819,0.9916671,0.0001410564,0.0002552498,0.006996825],"study_design_scores_gemma":[0.00002124687,0.0002654357,0.00252398,0.00002210284,0.00002991484,0.0006114987,0.00002261367,0.0009029117,0.9829472,0.00007833367,0.01255848,0.00001634874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5933336,0.02079247,0.3516653,0.0006766462,0.0005185049,0.003686729,0.009737024,0.0024935,0.01709624],"genre_scores_gemma":[0.7604418,0.0167591,0.1907743,0.0003372461,0.0002220763,0.001851964,0.01582007,0.0002687209,0.01352473],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001548596,"threshold_uncertainty_score":0.005180538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214098185978125,"score_gpt":0.2712512535366074,"score_spread":0.2391102716768261,"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."}}