{"id":"W134919535","doi":"10.1007/978-1-62703-128-8_32","title":"Formation of Embryoid Bodies from Human Pluripotent Stem Cells Using AggreWell™ Plates","year":2012,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Embryoid body; Embryonic stem cell; Induced pluripotent stem cell; Stem cell; Population; Cell biology; Chemistry; Biophysics; Nanotechnology; Biology; Materials science; Medicine; Biochemistry; Gene","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":[0.0006254208,0.0005375794,0.0004373761,0.000461625,0.0004169068,0.0006252561,0.000576615,0.0004365828,0.003973336],"category_scores_gemma":[0.0004021941,0.0005482874,0.0004882514,0.0003267574,0.0003170526,0.000309799,0.0007279633,0.000983552,0.003997534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164119,"about_ca_system_score_gemma":0.0005946071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008707673,"about_ca_topic_score_gemma":0.002059354,"domain_scores_codex":[0.9995983,0.00003275451,0.00005329782,0.00007318504,0.0002091513,0.00003332529],"domain_scores_gemma":[0.9997563,0.00006636093,0.0000259753,0.00005771738,0.00005270093,0.00004103738],"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":[0.00005246878,0.00002391621,0.0002100463,0.0001857978,0.00001494445,0.0001963046,0.0001240244,0.0004943096,0.9835854,0.001477749,0.001326682,0.01230849],"study_design_scores_gemma":[0.00002208509,0.0001018224,0.001340048,0.00003780197,0.00002408699,0.0003053321,0.00002796118,0.001146306,0.9521905,0.0003310586,0.04445022,0.00002280889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3297526,0.01079432,0.5069806,0.0008438562,0.001743106,0.005251556,0.0218123,0.004066639,0.1187552],"genre_scores_gemma":[0.4878869,0.009172763,0.3876191,0.0006222053,0.0001512354,0.001707197,0.02299617,0.0006765951,0.0891678],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003973336,"threshold_uncertainty_score":0.01329213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724876466778445,"score_gpt":0.3879268535835614,"score_spread":0.3406780889157769,"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."}}