{"id":"W4367322453","doi":"10.1016/j.stemcr.2023.04.001","title":"Generation, genomic characterization, and differentiation of triploid human embryonic stem cells","year":2023,"lang":"en","type":"article","venue":"Stem Cell Reports","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Rosetrees Trust","keywords":"Biology; Ploidy; Embryonic stem cell; Transcriptome; Genetics; Stem cell; Cell biology; Embryo; Cellular differentiation; Gene; Gene expression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003472612,0.0001505128,0.0001891959,0.0001251489,0.0001251481,0.00003720614,0.00009299906,0.0001327951,0.00001610202],"category_scores_gemma":[0.000003180398,0.0001520066,0.00006607892,0.0001692279,0.00004542043,0.000007619393,0.0001521981,0.00006091239,0.00001311297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001998141,"about_ca_system_score_gemma":0.00007554395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000667523,"about_ca_topic_score_gemma":0.00000826102,"domain_scores_codex":[0.9985046,0.00008924036,0.0004616646,0.0004602476,0.0002413478,0.0002429235],"domain_scores_gemma":[0.9989949,0.000006822423,0.0003281082,0.0004425611,0.0001404428,0.00008717135],"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":[0.000007439988,0.00003086905,0.006780682,0.0001042107,0.00002512564,0.0000191514,0.00005623025,0.00004464808,0.991478,0.000005065257,0.0006211891,0.0008274102],"study_design_scores_gemma":[0.0002313656,0.00009625003,0.02924955,0.000009461603,0.00001651657,0.00001893399,0.00003407539,0.0002543135,0.9654903,0.000005174445,0.004446547,0.0001474494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982892,0.0002347853,0.0005515175,0.00002785173,0.000252513,0.0003731943,0.00002077762,0.00002725162,0.0002229332],"genre_scores_gemma":[0.9784129,0.0004138819,0.00001154962,0.0000128826,0.0001449766,0.00002830542,0.0007830534,0.00003390025,0.0201585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02598762,"threshold_uncertainty_score":0.619865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083870885527654,"score_gpt":0.250141992183733,"score_spread":0.2293032833284564,"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."}}