{"id":"W2057746204","doi":"10.1586/14737159.9.2.109","title":"Spermatogonial stem cell biomarkers: improved outcomes of spermatogonial transplantation in male fertility restoration?","year":2009,"lang":"en","type":"review","venue":"Expert Review of Molecular Diagnostics","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"Transplantation; Male fertility; Biology; Fertility; Stem cell; Fertility preservation; Andrology; Cell; Bioinformatics; Medicine; Internal medicine; Genetics; Population","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":[0.001262658,0.0006236578,0.002899287,0.000818949,0.0001324949,0.0005997634,0.0007817824,0.0009910252,0.003324146],"category_scores_gemma":[0.001282677,0.0001764828,0.0006487197,0.0008703895,0.0004076512,0.0005689096,0.0002880737,0.001395236,0.001353014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487585,"about_ca_system_score_gemma":0.0007254605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490765,"about_ca_topic_score_gemma":0.001844269,"domain_scores_codex":[0.9997843,0.00006899665,0.0000285259,0.00002892639,0.0000725582,0.00001678886],"domain_scores_gemma":[0.9996123,0.0002103486,0.00005003934,0.000009787397,0.00009485253,0.00002273764],"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":[0.0005789762,0.0001104482,0.001112156,0.007573009,0.000285836,0.0002814977,0.00002488634,0.0002259282,0.002138546,0.001120905,0.01584908,0.9706987],"study_design_scores_gemma":[0.00187592,0.004128964,0.02737386,0.01968032,0.002964047,0.009093122,0.0003127527,0.001171532,0.01210201,0.008072297,0.9130867,0.0001384947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005478796,0.9977624,0.0001657662,0.0007290806,0.000302686,0.00000662932,0.00002123338,0.000006311207,0.0004578506],"genre_scores_gemma":[0.006647374,0.9907168,0.0005244555,0.0007230342,0.0005667962,0.00001921621,0.00006499192,0.000002635009,0.0007347871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003324146,"threshold_uncertainty_score":0.01112038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090120813587037,"score_gpt":0.326558973139437,"score_spread":0.3056577650035666,"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."}}