{"id":"W4286001663","doi":"10.1093/humrep/deac157","title":"Metabolic transitions define spermatogonial stem cell maturation","year":2022,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Biology; Phenotype; Oxidative phosphorylation; Embryonic stem cell; Metabolic pathway; Stem cell; Andrology; Embryo; Glycolysis; Cell; Embryogenesis; Metabolism; Internal medicine; Gene; Genetics; Endocrinology; Cell biology; Biochemistry; Medicine","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":[0.001457774,0.0003104974,0.0008693397,0.001495843,0.0002656897,0.001126601,0.0004552666,0.0003725395,0.001290583],"category_scores_gemma":[0.001975367,0.0002794682,0.0009874377,0.0020576,0.0003879128,0.0008954137,0.000758007,0.0005136151,0.0003766321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524782,"about_ca_system_score_gemma":0.0005735754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586114,"about_ca_topic_score_gemma":0.002273676,"domain_scores_codex":[0.9992507,0.000159783,0.00006740009,0.0003291069,0.0001341564,0.00005882195],"domain_scores_gemma":[0.9988045,0.0003627368,0.000432828,0.0000988548,0.000234047,0.00006701607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00171823,0.00006973129,0.5454633,0.01237621,0.00815725,0.0002436989,0.001415783,0.004384877,0.2174645,0.00446002,0.004432268,0.1998141],"study_design_scores_gemma":[0.00003337145,0.0004264633,0.9373654,0.0006869768,0.002359102,0.0002460965,0.0007605816,0.001807983,0.01611898,0.003380585,0.03675931,0.000055083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8216547,0.1240598,0.02027933,0.001244238,0.0002179907,0.0001165782,0.02814646,0.0003416856,0.003939094],"genre_scores_gemma":[0.9371109,0.03254417,0.008312176,0.0008030058,0.0001281189,0.0001259877,0.01988049,0.0001223745,0.000972823],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001586114,"threshold_uncertainty_score":0.007709563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794291846959337,"score_gpt":0.3141801016776454,"score_spread":0.2347509169817117,"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."}}