{"id":"W2152492629","doi":"10.1002/mabi.201200170","title":"Human Elastin‐Based Recombinant Biopolymers Improve Mesenchymal Stem Cell Differentiation","year":2012,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Elastin; Mesenchymal stem cell; Regenerative medicine; Tissue engineering; Recombinant DNA; Chemistry; Cell; Cell culture; Cell biology; Biopolymer; Scaffold; Nanotechnology; C2C12; Materials science; Biomedical engineering; Biology; Biochemistry; In vitro; Polymer; Engineering","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":[0.0003707635,0.0002326142,0.0001527844,0.0001297251,0.0002976074,0.00006580365,0.0004587934,0.0001361644,0.00006696877],"category_scores_gemma":[0.0000461917,0.0002248302,0.0001267114,0.0003595837,0.0002548527,0.00001380766,0.0002445742,0.0001312254,0.00003761303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004199197,"about_ca_system_score_gemma":0.00008869632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005152166,"about_ca_topic_score_gemma":0.000008458565,"domain_scores_codex":[0.9979034,0.0001606448,0.0002123367,0.0005767112,0.0003922336,0.0007546818],"domain_scores_gemma":[0.9990198,0.00001060919,0.000106526,0.0005232726,0.000101191,0.0002385819],"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":[0.00001472862,0.0002201482,0.006315778,0.0000259801,0.00000928917,0.000003127804,0.00004180057,0.000005578355,0.9902996,0.00007315241,0.0001409055,0.002849877],"study_design_scores_gemma":[0.0005496381,0.0003686435,0.00698648,0.00000944058,0.00001244432,0.000004827877,0.0001097649,0.0004197714,0.9897516,0.00001567843,0.001460007,0.000311682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813781,0.0007825203,0.01586414,0.0001030716,0.0005025192,0.0003345294,0.00001654101,0.00002564414,0.0009929582],"genre_scores_gemma":[0.9983391,0.00001223083,0.0003459389,0.0001192252,0.00007252827,0.00004109188,0.00005819439,0.00003072254,0.0009809393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01696105,"threshold_uncertainty_score":0.916831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300303048227724,"score_gpt":0.2747624133920571,"score_spread":0.2617593829097798,"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."}}