{"id":"W2066960006","doi":"10.1089/107632703768247449","title":"Scalable Production of Embryonic Stem Cell-Derived Cardiomyocytes","year":2003,"lang":"en","type":"article","venue":"Tissue Engineering","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Embryonic stem cell; Myosin; Transfection; Cell biology; Retinoic acid; Transplantation; Myocyte; Electroporation; Stem cell; Cell culture; Biology; Molecular biology; Cell; Chemistry; Gene; Biochemistry; Genetics; Medicine; Internal 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":[0.0001718806,0.000102349,0.0001228906,0.00005014382,0.0000250481,0.0000078192,0.00009856544,0.00007041242,0.00001353623],"category_scores_gemma":[0.00003668699,0.0001090932,0.0000397998,0.0001153725,0.00001773944,0.00000377883,0.00003749108,0.0000667436,0.00001840369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669168,"about_ca_system_score_gemma":0.00003355214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004419335,"about_ca_topic_score_gemma":5.554406e-7,"domain_scores_codex":[0.9992858,0.00002817826,0.0001166758,0.0002197834,0.0001299227,0.0002196832],"domain_scores_gemma":[0.9995788,0.000005754705,0.00002913226,0.0002780888,0.00005549895,0.000052673],"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":[0.000005113024,0.00001477558,0.000110173,0.0001107813,0.00002131479,0.000001911852,0.00001888401,0.01608937,0.98292,0.00001783287,0.0002934938,0.0003963733],"study_design_scores_gemma":[0.0001445903,0.00006058899,0.0001769812,0.00001389514,0.000006662227,0.0000123856,0.00002498376,0.0001568164,0.962827,8.601749e-7,0.03646913,0.0001060684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919932,0.003333954,0.003015037,0.00001791262,0.0002674693,0.0001818732,0.000002071245,0.00002109333,0.001167384],"genre_scores_gemma":[0.9925413,0.0001422858,0.001082019,0.000001552597,0.00007927866,0.0000156562,0.00000990003,0.00002496361,0.006103044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03617564,"threshold_uncertainty_score":0.4448691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00850898189102871,"score_gpt":0.2217012274065646,"score_spread":0.2131922455155358,"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."}}