{"id":"W2016625336","doi":"10.1007/s10238-009-0060-2","title":"In vitro and in vivo study of human amniotic fluid-derived stem cell differentiation into myogenic lineage","year":2009,"lang":"en","type":"article","venue":"Clinical and Experimental Medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec; Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier de l'Université Laval","funders":"","keywords":"MyoD; Desmin; Biology; MYF5; Transplantation; Stem cell; In vivo; Ex vivo; Cellular differentiation; Molecular biology; Amniotic stem cells; Immunology; Myocyte; Myogenesis; Cell biology; Pathology; Internal medicine; Adult stem cell; Medicine; Immunohistochemistry; Vimentin; 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":[0.0006801685,0.0001753591,0.0007724769,0.0002022295,0.00004060939,0.000006919331,0.00008048966,0.0001180963,0.0001568461],"category_scores_gemma":[0.00007396775,0.00012905,0.00003959307,0.0002074201,0.0002293896,0.0000695432,0.00008696054,0.0003107466,0.000002106698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004607205,"about_ca_system_score_gemma":0.00001850217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002542394,"about_ca_topic_score_gemma":0.00002754381,"domain_scores_codex":[0.9977618,0.000217208,0.0009972827,0.0004200977,0.0003726263,0.0002309688],"domain_scores_gemma":[0.9991465,0.0002252622,0.0001052779,0.0002268986,0.00003201266,0.0002640061],"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":[0.0009348502,0.002816497,0.05310228,0.00008568445,0.00001381849,0.00008798852,0.003448852,1.623469e-7,0.9380617,0.000004936741,0.00004858544,0.001394599],"study_design_scores_gemma":[0.0199143,0.01147334,0.3043288,0.0002807617,0.00004693414,0.00000934418,0.0117562,0.0006328873,0.6513487,0.0000301871,0.00002277443,0.0001558676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959345,0.002343351,0.000002017431,0.0004133459,0.0001036383,0.0008552254,5.830428e-7,0.00001080965,0.0003365593],"genre_scores_gemma":[0.9990852,0.0001671752,0.00003558074,0.0002464635,0.0001590219,0.00001553528,0.000005608617,0.00001149601,0.0002738691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2867131,"threshold_uncertainty_score":0.5262507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06440120060027721,"score_gpt":0.4144299646185772,"score_spread":0.3500287640183,"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."}}