{"id":"W7133369314","doi":"","title":"Maturation of Cardiomyocytes Derived from Human Pluripotent Stem Cells:<i>Current Strategies and Limitations</i>","year":2018,"lang":"en","type":"article","venue":"CityU Scholars","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":"City University of Hong Kong","keywords":"Induced pluripotent stem cell; Embryonic stem cell; Embryoid body; Stem cell; Human Induced Pluripotent Stem Cells; Drug discovery; Cellular differentiation","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":[0.0009916697,0.0003411296,0.000310305,0.0004169209,0.0002428829,0.0007655108,0.0003866864,0.0004528679,0.0009568207],"category_scores_gemma":[0.0005395426,0.0001733868,0.0003053594,0.0004286963,0.0004020887,0.0006307292,0.0004488231,0.0007988925,0.0008119855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099449,"about_ca_system_score_gemma":0.0006281692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000384087,"about_ca_topic_score_gemma":0.0005692051,"domain_scores_codex":[0.9995474,0.0000734414,0.00007645559,0.00008092511,0.0001878718,0.00003381752],"domain_scores_gemma":[0.9996407,0.0001139686,0.00007343075,0.00003917625,0.0001022641,0.00003050488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000131091,0.0000601077,0.002230633,0.00460255,0.00004496089,0.0004347719,0.0004219075,0.0009217688,0.6267787,0.0102676,0.002938017,0.351168],"study_design_scores_gemma":[0.00002665176,0.0005336417,0.006154709,0.0009909112,0.0001671148,0.002640771,0.0004303005,0.00223048,0.7030656,0.004791958,0.2789066,0.00006134738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.15792,0.615068,0.1843607,0.004351907,0.001415622,0.000475532,0.0009223459,0.0006343908,0.03485142],"genre_scores_gemma":[0.3716072,0.5228248,0.09019534,0.002252107,0.0006579614,0.0004828286,0.001613127,0.0001406952,0.0102259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0009916697,"threshold_uncertainty_score":0.005244553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370471128409585,"score_gpt":0.284015056791248,"score_spread":0.2469679439502895,"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."}}