{"id":"W2766074213","doi":"10.1371/journal.pone.0187348","title":"Collagen scaffold enhances the regenerative properties of mesenchymal stromal cells","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Mesenchymal stem cell; Cell biology; Regeneration (biology); Regenerative medicine; Stromal cell; Scaffold; Tissue engineering; Chemistry; Biology; Cancer research; Biomedical engineering; Stem cell; Medicine","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":[0.0001712614,0.000133434,0.0003687526,0.00003725771,0.0002531024,0.00002240782,0.000189128,0.00005182895,0.00006325682],"category_scores_gemma":[0.0001837456,0.00007069019,0.0000488605,0.00004631237,0.0003641764,0.00005649703,0.00005300396,0.00009415534,0.00001683761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001938398,"about_ca_system_score_gemma":0.00006618682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004111903,"about_ca_topic_score_gemma":0.00001281525,"domain_scores_codex":[0.9990454,0.00003533918,0.0001897789,0.0001671072,0.0003869723,0.0001753451],"domain_scores_gemma":[0.9990886,0.00002252156,0.0001283299,0.0005189137,0.0001656574,0.00007596172],"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":[0.00005486506,0.0003052687,0.0005051997,0.0001707447,0.0003798133,0.00001046095,0.0009178718,0.00001198507,0.9968601,0.0002396159,0.000424277,0.0001197255],"study_design_scores_gemma":[0.0005543788,0.0004556206,0.002638871,0.0007072137,0.0002634991,0.000004071235,0.0002276077,0.0004522369,0.9943752,0.000003339015,0.0002361286,0.00008180069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895837,0.005918627,0.00004686195,0.002785639,0.0001485292,0.000402724,0.000006919207,0.00003104702,0.001075901],"genre_scores_gemma":[0.9665008,0.0001265902,0.001205833,0.00002018853,0.0006820082,0.00003270989,0.00000259293,0.00001697106,0.03141227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033636,"threshold_uncertainty_score":0.2882662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07559175604253769,"score_gpt":0.2507218661630247,"score_spread":0.175130110120487,"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."}}