{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001015156,0.0002562479,0.0001701955,0.0005001871,0.0001181388,0.0002726338,0.00008587298,0.0001669242,0.0006417817],"category_scores_gemma":[0.0001695931,0.00007409538,0.0001968636,0.0004681683,0.00008402247,0.0001238242,0.0001621631,0.0002233765,0.0001743728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231137,"about_ca_system_score_gemma":0.0001967142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008452555,"about_ca_topic_score_gemma":0.001111698,"domain_scores_codex":[0.9999201,0.00001234269,0.000005253199,0.00002260477,0.00002588679,0.00001380389],"domain_scores_gemma":[0.9999475,0.00001000893,0.00001062474,0.000003767846,0.00001813981,0.000009927141],"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":[0.000170925,0.000006917293,0.001135517,0.00002140262,0.00001013941,0.00002978874,0.000009591189,0.0000844878,0.9961898,0.00003362013,0.00003160516,0.002276357],"study_design_scores_gemma":[0.000009785578,0.0002723654,0.04323478,0.00001177268,0.0000616553,0.0001567865,0.00008185227,0.001502254,0.952745,0.0001589657,0.001749714,0.00001514838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817474,0.001520228,0.005963105,0.0001228081,0.00002456253,0.00005171082,0.009365072,0.00006357416,0.001141415],"genre_scores_gemma":[0.9770924,0.001512135,0.007844683,0.0001560225,0.000008373017,0.00007906443,0.01113285,0.00002820551,0.00214621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008452555,"threshold_uncertainty_score":0.002147019,"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."}}