{"id":"W2027069467","doi":"10.3727/096368908785096024","title":"Comparison of Human Serum with Fetal Bovine Serum for Expansion and Differentiation of Human Synovial MSC: Potential Feasibility for Clinical Applications","year":2008,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Chondrogenesis; Mesenchymal stem cell; Fetal bovine serum; Chemistry; Andrology; ALIZARIN RED; Stem cell; Immunology; Bovine serum albumin; Staining; Cell biology; Cell; Molecular biology; Biology; Pathology; Medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003722642,0.0001441773,0.0004840253,0.0001039633,0.0002270165,0.000006399723,0.00007513991,0.0001438177,0.0000336113],"category_scores_gemma":[0.00001270246,0.0001239672,0.0001274265,0.0001089725,0.0002088384,0.00007791234,0.000009035302,0.0001348235,6.954132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002729155,"about_ca_system_score_gemma":0.00007568869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768025,"about_ca_topic_score_gemma":0.00008257489,"domain_scores_codex":[0.9982936,0.00007726366,0.0007272298,0.0003563345,0.0003477503,0.0001978004],"domain_scores_gemma":[0.9988866,0.0001862701,0.0002729906,0.0002254891,0.0003116919,0.0001169384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00306429,0.001328207,0.5809615,0.004463944,0.00005950751,0.000002262781,0.0006709432,0.00001426513,0.4075698,0.0001130239,0.00004251675,0.001709715],"study_design_scores_gemma":[0.007410264,0.004136816,0.7397864,0.0001143316,0.0003889987,0.00001405101,0.0001631975,0.001541369,0.2462188,0.00008329597,0.00001510839,0.0001273817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931287,0.00009328153,0.06541786,0.00004352393,0.00003497709,0.002778908,0.0001914023,0.00002158697,0.0001314633],"genre_scores_gemma":[0.9967231,0.000104896,0.001666532,0.00000571756,0.0001044844,0.0001349685,0.001019594,0.00002341341,0.0002172908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.161351,"threshold_uncertainty_score":0.5055237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309375116706629,"score_gpt":0.4278734826176543,"score_spread":0.2969359709469914,"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."}}