{"id":"W2170309365","doi":"10.1109/iembs.2002.1137049","title":"Scalable generation of cardiomyocytes from mouse embryonic stem cells","year":2003,"lang":"en","type":"article","venue":"","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Embryoid body; Cell biology; Embryonic stem cell; Transfection; Biology; Flow cytometry; Molecular biology; Transplantation; Bioprocess; Cell fusion; Myosin; Cell; Cell culture; Gene; Adult stem cell; Internal medicine; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662727,0.0004263251,0.0002590066,0.0003082217,0.000119814,0.0002919231,0.0003226807,0.0002637988,0.002147819],"category_scores_gemma":[0.0001622994,0.0001941276,0.0002562785,0.00016421,0.000124891,0.0002438394,0.000407584,0.0007564026,0.001193677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503738,"about_ca_system_score_gemma":0.0002042059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009988659,"about_ca_topic_score_gemma":0.0002897846,"domain_scores_codex":[0.999838,0.00001511672,0.00001639301,0.00003337998,0.0000814158,0.00001565346],"domain_scores_gemma":[0.9998968,0.00002107916,0.00001529891,0.00001903559,0.00001912504,0.00002877176],"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":[0.00001916807,0.00001223428,0.00008639088,0.00003487975,0.000003938999,0.00003716122,0.000005472672,0.0002035813,0.9941199,0.0002743879,0.0002438637,0.004959038],"study_design_scores_gemma":[0.00003859321,0.0001994451,0.0008912477,0.00001988895,0.00002241168,0.0001347701,0.00001294226,0.002870653,0.9816591,0.0004368676,0.01370774,0.000006280631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480806,0.006330594,0.4035516,0.0007304116,0.0007245468,0.001861048,0.007140884,0.004874375,0.02670597],"genre_scores_gemma":[0.6808124,0.005406152,0.2902791,0.0002611249,0.0001327946,0.001295373,0.008148629,0.0003322113,0.01333228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147819,"threshold_uncertainty_score":0.007185161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275793813153053,"score_gpt":0.2447987813236926,"score_spread":0.2220408431921621,"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."}}