{"id":"W4205874913","doi":"10.1093/stmcls/sxab023","title":"Single-Cell RNA Sequencing-Based Characterization of Resident Lung Mesenchymal Stromal Cells in Bronchopulmonary Dysplasia","year":2021,"lang":"en","type":"article","venue":"Stem Cells","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft","keywords":"Mesenchymal stem cell; Bronchopulmonary dysplasia; Biology; Lung; Hyperoxia; Population; Transcriptome; Immunology; Stromal cell; Cancer research; Pathology; Cell biology; Gene expression; Medicine; Gene; Gestational age; Genetics; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005288618,0.0002283687,0.0005035247,0.0003205501,0.00005390261,0.00002332341,0.0001589404,0.0001977103,0.0004292403],"category_scores_gemma":[0.00003521023,0.0002370114,0.0001103896,0.0006320891,0.00008327934,0.0001361178,0.00009453408,0.0004630385,0.0000707099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007721847,"about_ca_system_score_gemma":0.002214777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000881478,"about_ca_topic_score_gemma":0.00003428132,"domain_scores_codex":[0.9968479,0.0003252532,0.0007785089,0.0005253818,0.0009331537,0.0005898481],"domain_scores_gemma":[0.9983429,0.0002148428,0.0002321673,0.0005630868,0.0003093347,0.0003376633],"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":[0.0004166817,0.0002660704,0.003457921,0.002689474,0.00001132409,0.001629362,0.0001749337,0.00009093894,0.9881781,0.000008877605,0.00006570534,0.003010625],"study_design_scores_gemma":[0.001754221,0.0004494929,0.005290557,0.0005497077,0.00002560218,0.0000168382,0.0002101739,0.002009951,0.9873298,0.000002544738,0.002197506,0.0001635709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956449,0.000901266,0.000146144,0.0002409461,0.0002972239,0.0007647566,0.0000754757,0.00003498127,0.001894364],"genre_scores_gemma":[0.9958278,0.00007808781,0.0003191268,0.0003029294,0.0001146314,0.00002430354,0.00007661532,0.0000537687,0.003202714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002847055,"threshold_uncertainty_score":0.9665042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438150511361225,"score_gpt":0.2935625881381935,"score_spread":0.2591810830245813,"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."}}