{"id":"W4306404638","doi":"10.1242/dev.200713","title":"Modeling mammalian spermatogonial differentiation and meiotic initiation<i>in vitro</i>","year":2022,"lang":"en","type":"article","venue":"Development","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institutes of Health; East Carolina University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Male Contraceptive Initiative","keywords":"Biology; Meiosis; Retinoic acid; Cell biology; In vitro; Cellular differentiation; Genetics; Germ cell; Cell sorting; Homologous recombination; Gene","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":[0.0001378697,0.000280118,0.000207439,0.0001681098,0.000203279,0.0004662286,0.0006114851,0.0003861575,0.0007642017],"category_scores_gemma":[0.0001244074,0.0002379275,0.0003203758,0.0001870765,0.0002420334,0.0002049838,0.0002749258,0.0003827182,0.0003768369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245959,"about_ca_system_score_gemma":0.0005349807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189043,"about_ca_topic_score_gemma":0.004523499,"domain_scores_codex":[0.9999316,0.000010907,0.000004206469,0.00001966103,0.00002415366,0.000009457869],"domain_scores_gemma":[0.9999535,0.00001182725,0.00001445504,0.000004904386,0.000007307666,0.000008044699],"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":[0.00008040939,0.00009035336,0.002508094,0.0004103942,0.00003876659,0.000240622,0.0001456907,0.182606,0.7820604,0.02116638,0.0006315967,0.01002139],"study_design_scores_gemma":[0.00004184318,0.0004758573,0.004469151,0.00007212981,0.00009249699,0.0004481682,0.0001363615,0.5285023,0.4061124,0.005444532,0.05415564,0.00004908432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4458406,0.005376934,0.525333,0.0004678998,0.0001743541,0.0002298621,0.002546345,0.0006427052,0.01938832],"genre_scores_gemma":[0.7759233,0.008653615,0.2047822,0.0001557796,0.00004465911,0.0003711245,0.001744966,0.0001206357,0.008203635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003189043,"threshold_uncertainty_score":0.006340981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822498492963133,"score_gpt":0.2275569769017199,"score_spread":0.2093319919720886,"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."}}