{"id":"W2795208446","doi":"10.1155/2018/8431053","title":"Production of Adult Human Synovial Fluid-Derived Mesenchymal Stem Cells in Stirred-Suspension Culture","year":2018,"lang":"en","type":"article","venue":"Stem Cells International","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Microcarrier; Laboratory flask; Bioreactor; Mesenchymal stem cell; Bioprocess; Chondrogenesis; Synovial fluid; Cell biology; Cell culture; Tissue engineering; Stem cell; Biomedical engineering; Chemistry; Cell; Biology; Medicine; Pathology; Biochemistry; Osteoarthritis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001196616,0.0001953992,0.000287235,0.0001899928,0.00006373954,0.00001804901,0.0001333954,0.0001395476,0.0002855759],"category_scores_gemma":[0.000007332848,0.0001700987,0.0001022346,0.0001360202,0.0001072038,0.0001463784,0.00006516044,0.0001448134,0.0001308968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524079,"about_ca_system_score_gemma":0.0000571138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003573339,"about_ca_topic_score_gemma":0.000144738,"domain_scores_codex":[0.9983941,0.00004569971,0.0004315723,0.0004027054,0.0005124466,0.0002134641],"domain_scores_gemma":[0.9989889,0.00001400539,0.0001673419,0.0002330068,0.0005157146,0.00008104183],"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":[0.0003496989,0.0003196949,0.0008335504,0.00004389145,0.00004781377,0.00004663811,0.0009914577,0.000004708879,0.9897352,0.0006674711,0.002048479,0.004911381],"study_design_scores_gemma":[0.002893851,0.00151988,0.0003366898,0.0004028669,0.00004517197,0.00004218547,0.0006951976,0.00009667584,0.9916047,0.00007248568,0.002144958,0.0001453776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912902,0.00005582809,0.00002804172,0.000264879,0.003663319,0.0005940929,0.00003106055,0.0000498518,0.004022794],"genre_scores_gemma":[0.9799975,0.00002898643,0.0006219936,0.00006008157,0.0007396972,0.00002028849,0.00005675739,0.00002384587,0.01845082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442802,"threshold_uncertainty_score":0.6936424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544525304082584,"score_gpt":0.2632426333286748,"score_spread":0.2477973802878489,"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."}}