{"id":"W2013498422","doi":"10.1159/000330691","title":"Mass Transfer Limitations in Embryoid Bodies during Human Embryonic Stem Cell Differentiation","year":2012,"lang":"en","type":"article","venue":"Cells Tissues Organs","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Embryoid body; Embryonic stem cell; Cell biology; Stem cell; Cellular differentiation; Biology; Inner cell mass; Chemistry; Biophysics; Immunology; Adult stem cell; Embryogenesis; Biochemistry; Embryo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005225642,0.0004892626,0.0004984931,0.0002608999,0.0003372338,0.0007437457,0.0006093828,0.0006428807,0.0005883707],"category_scores_gemma":[0.001270793,0.0002965135,0.0004361248,0.0001440578,0.0007507899,0.0008730107,0.0008642017,0.0005378715,0.0002784944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537744,"about_ca_system_score_gemma":0.0006215228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978034,"about_ca_topic_score_gemma":0.00181628,"domain_scores_codex":[0.9996874,0.00004441182,0.00001531442,0.00008565681,0.0001313763,0.00003582246],"domain_scores_gemma":[0.9995797,0.0002297839,0.00008831494,0.00002304022,0.00005495274,0.00002428008],"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":[0.0001784292,0.00005132574,0.001832467,0.0004553816,0.00002647059,0.0003076371,0.0003578437,0.08061154,0.8921465,0.01394517,0.0003288685,0.009758351],"study_design_scores_gemma":[0.00005412817,0.0002650095,0.003608801,0.0001077077,0.00005682373,0.0003514947,0.000167603,0.3931534,0.5858269,0.006054427,0.01030386,0.00004978585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767175,0.00754994,0.2146059,0.000619092,0.0001043252,0.0001424879,0.0004790245,0.0002689586,0.009055272],"genre_scores_gemma":[0.9787701,0.003256362,0.01306558,0.0001045314,0.00001468091,0.0001584786,0.000248157,0.00004161085,0.004340392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003978034,"threshold_uncertainty_score":0.01115716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677548612935258,"score_gpt":0.2540320457616266,"score_spread":0.227256559632274,"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."}}