{"id":"W4416573046","doi":"10.1016/j.cell.2025.11.018","title":"Fate and state transitions during human blood vessel organoid development","year":2025,"lang":"en","type":"article","venue":"Cell","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NCCR Catalysis; Eidgenössische Technische Hochschule Zürich; Bundesministerium für Bildung und Forschung; Österreichischen Akademie der Wissenschaften; Vienna Science and Technology Fund; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Research Chairs; Chan Zuckerberg Initiative; European Research Council; Fundació la Marató de TV3; T. Von Zastrow Foundation; Silicon Valley Community Foundation","keywords":"Organoid; Blood vessel; Human blood; State (computer science); Blood cell","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":[0.00006542967,0.00008639669,0.00007008386,0.00005051961,0.0001698557,0.00002362565,0.00009587484,0.00005039788,0.0000173011],"category_scores_gemma":[0.000003477428,0.00008933844,0.00001982662,0.00006849723,0.00004154542,0.000001804305,0.00009502385,0.00006537145,0.00001125905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008040119,"about_ca_system_score_gemma":0.00006445662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003467242,"about_ca_topic_score_gemma":0.00001171348,"domain_scores_codex":[0.9993629,0.0000240648,0.0001154693,0.0002339716,0.00006763116,0.0001959271],"domain_scores_gemma":[0.9997363,0.000002714441,0.00001595644,0.0001535366,0.00003538246,0.00005608311],"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":[0.000009753479,0.00006177279,0.0004562855,0.0001110758,0.00003012272,0.000008166854,0.00008742866,0.00001182502,0.9989167,0.000004223046,0.0001822794,0.000120321],"study_design_scores_gemma":[0.0006187919,0.00002444196,0.005786243,0.00001423598,0.00001037503,0.000003013409,0.00003003755,0.000003423155,0.98535,0.0000224807,0.008042093,0.00009487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945637,0.0005587679,0.0003448616,0.00008597188,0.00002527785,0.0001170499,0.000006889614,0.0000108611,0.004286609],"genre_scores_gemma":[0.9840595,0.0001636313,0.0002831361,0.00004212438,0.00001518905,0.00001353982,0.00005355872,0.00001026015,0.01535909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356675,"threshold_uncertainty_score":0.3643116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00663468145001969,"score_gpt":0.2374465706928844,"score_spread":0.2308118892428647,"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."}}