{"id":"W3113589549","doi":"10.1007/7651_2020_335","title":"Inductive Coculture Differentiation of Induced Pluripotent Stem Cells into Cardiomyocytes","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Induced pluripotent stem cell; Cell biology; Stem cell; Cellular differentiation; Inducer; Biology; Chemistry; Embryonic stem cell; 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":[0.0004629967,0.0003746779,0.0003229007,0.0003991434,0.0003598445,0.0005452951,0.0004564847,0.0002851594,0.002623718],"category_scores_gemma":[0.0002604078,0.0002375621,0.0004376265,0.0003947931,0.0002092592,0.000219701,0.0006808816,0.0008727218,0.001540804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228432,"about_ca_system_score_gemma":0.0003506988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004143714,"about_ca_topic_score_gemma":0.00123585,"domain_scores_codex":[0.9993723,0.00007673523,0.00007278044,0.0001227805,0.0002300934,0.0001253312],"domain_scores_gemma":[0.9996613,0.0001075123,0.00003092662,0.00006000452,0.0000579517,0.00008222956],"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":[0.000102005,0.00005823389,0.0009797931,0.0001093225,0.00001413864,0.0002501179,0.0001036553,0.0001274107,0.9872318,0.001271605,0.0006649815,0.009086889],"study_design_scores_gemma":[0.00002142258,0.0001594625,0.00384425,0.0000249545,0.00003982693,0.0002659585,0.00003445005,0.0009947007,0.9744504,0.000145054,0.02001348,0.000006052643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.766215,0.01064957,0.1094787,0.0004789765,0.001694295,0.001038845,0.003857373,0.001020207,0.1055671],"genre_scores_gemma":[0.915386,0.004481791,0.04205035,0.0004683957,0.0003821758,0.0007034458,0.004060346,0.0002425197,0.03222506],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002623718,"threshold_uncertainty_score":0.008777201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03173683306377139,"score_gpt":0.3557801144961126,"score_spread":0.3240432814323412,"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."}}