{"id":"W4205583397","doi":"10.1016/j.isci.2022.103797","title":"Metabolomic profiling of human pluripotent stem cell differentiation into lung progenitors","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute","keywords":"Induced pluripotent stem cell; Progenitor cell; Biology; Embryonic stem cell; Stem cell; Cell biology; Cellular differentiation; Directed differentiation; Metabolomics; Progenitor; Bioinformatics; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007483428,0.00007792226,0.0001716453,0.0002003756,0.0003673,0.00001028489,0.0002422437,0.00002075088,0.0001139156],"category_scores_gemma":[0.00003218843,0.00006791392,0.00005069761,0.0005001696,0.0001096949,0.00008671271,0.0002520849,0.0002569399,0.000006720485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555118,"about_ca_system_score_gemma":0.0003859503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004581011,"about_ca_topic_score_gemma":0.000001894377,"domain_scores_codex":[0.998008,0.0001125131,0.0002808474,0.0002856402,0.001038564,0.0002744646],"domain_scores_gemma":[0.9993203,0.00003796679,0.0001224774,0.0002712245,0.0001016377,0.0001463651],"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":[0.00007281783,0.0001543824,0.02116062,0.0005191092,0.000005636341,0.000009884132,0.0005478776,0.00003234783,0.9568439,0.0002783838,0.00001794937,0.02035709],"study_design_scores_gemma":[0.0009784595,0.0006740215,0.05153302,0.00003016208,0.0000335095,0.000006277008,0.0007631468,0.003011001,0.9402633,0.00008564138,0.00248635,0.0001351539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994945,0.003612955,0.0001512418,0.0001252878,0.0001718474,0.0007819926,0.000006302141,0.00002662999,0.0001787719],"genre_scores_gemma":[0.9990082,0.000009636003,0.0003590732,0.00006295137,0.0000354745,0.0001049797,0.000005803513,0.00001057826,0.000403324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0303724,"threshold_uncertainty_score":0.2825012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018994784856505,"score_gpt":0.3571601356412226,"score_spread":0.3169701877926576,"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."}}