{"id":"W2482423317","doi":"10.20286/nova-jmbs-050204","title":"Stem Cell Therapy for Male Infertility: A Review","year":2016,"lang":"en","type":"review","venue":"Nova Journal of Medical and Biological Sciences","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spermatogenesis; Biology; Transplantation; Stem cell; Andrology; Induced pluripotent stem cell; Germ cell; Efferent ducts; Infertility; Male infertility; Azoospermia; Sperm; Medicine; Internal medicine; Embryonic stem cell; Cell biology; Endocrinology; Genetics; Gene; Epididymis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007349453,0.0002361609,0.001964884,0.00006594213,0.00009429605,0.00001080249,0.0004507795,0.0005500532,0.001015854],"category_scores_gemma":[0.001021457,0.00007592636,0.0005540811,0.0002236164,0.001534617,0.00004498101,0.00008543232,0.0004747337,0.000009017573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002259498,"about_ca_system_score_gemma":0.0006190041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.740545e-7,"about_ca_topic_score_gemma":1.327765e-7,"domain_scores_codex":[0.9974377,0.000345361,0.0009742806,0.0004306386,0.0005358999,0.0002761703],"domain_scores_gemma":[0.9978959,0.0008671314,0.0005818569,0.0001460196,0.0001732334,0.0003358726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001664026,0.0001398694,0.0003421975,0.005096328,0.00004675995,0.00002428019,0.000002586775,9.122587e-11,0.000003703643,0.0000198867,0.0007664717,0.9933915],"study_design_scores_gemma":[0.0004328519,0.002626122,0.0006604946,0.03081105,0.0001258333,0.001287678,0.000005642542,1.034727e-7,0.000004202413,0.0002064997,0.9637304,0.0001091533],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001003779,0.9931831,0.00006879019,0.004440153,0.0003487527,0.0006712414,0.00001145304,0.000005992833,0.0002666882],"genre_scores_gemma":[0.00024016,0.9976472,0.0001303239,0.001258032,0.0005849714,0.00001371905,0.0000023889,0.000003382089,0.0001198817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932824,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3268754762369023,"score_gpt":0.4533938843537932,"score_spread":0.126518408116891,"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."}}