{"id":"W4284889833","doi":"10.1016/j.reprotox.2022.07.001","title":"Emerging organoid models to study the epididymis in male reproductive toxicology","year":2022,"lang":"en","type":"article","venue":"Reproductive Toxicology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Organoid; Epididymis; Stem cell; Biology; Cell biology; Basal (medicine); Cellular differentiation; Cell type; Adult stem cell; Cell; Sperm; Endocrinology; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005766068,0.000463567,0.001072637,0.0004934994,0.0008128968,0.00001120139,0.0006362245,0.0001787602,0.001829068],"category_scores_gemma":[0.002617274,0.0003750768,0.0001760295,0.001877629,0.0005346551,0.000168731,0.001270762,0.001574446,0.00009116175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000858053,"about_ca_system_score_gemma":0.0003351186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017845,"about_ca_topic_score_gemma":0.00009717589,"domain_scores_codex":[0.9914271,0.002656283,0.0009123288,0.003579639,0.0004481846,0.0009764405],"domain_scores_gemma":[0.9955859,0.0002853335,0.0002787806,0.003282424,0.0003879299,0.000179648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04939182,0.02540118,0.382259,0.0000767016,0.00221807,0.001972904,0.08937406,0.01327635,0.3938909,0.00379336,0.01183319,0.02651247],"study_design_scores_gemma":[0.003379953,0.009628705,0.8932642,0.000007948046,0.0002971398,0.002539003,0.02857326,0.0001427447,0.03507305,0.009617301,0.01671367,0.0007630436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493582,0.0009189079,0.0001649959,0.03970453,0.001494218,0.005346071,0.00001932189,0.000130481,0.002863228],"genre_scores_gemma":[0.9903585,0.00001837249,0.000555179,0.001977584,0.0009220758,0.002106319,0.00001745538,0.00006352858,0.003980969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5110052,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537018718718432,"score_gpt":0.3282618030057053,"score_spread":0.272891615818521,"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."}}