{"id":"W1968567584","doi":"10.1155/2008/536020","title":"The Application of Biomarkers of Spermatogonial Stem Cells for Restoring Male Fertility","year":2008,"lang":"en","type":"review","venue":"Disease Markers","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Biology; Stem cell; Fertility; Fertility preservation; Spermatogenesis; Population; Transplantation; Male fertility; Cryopreservation; Andrology; Immunology; Cancer research; Cell biology; Internal medicine; Medicine; Endocrinology; Embryo","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":[0.0009002652,0.001158218,0.00141324,0.003268262,0.0002443938,0.0007955449,0.0007839663,0.001292486,0.002274471],"category_scores_gemma":[0.0009586485,0.0002832794,0.0004089747,0.002205288,0.0006939066,0.001424071,0.0004001818,0.001464676,0.001729868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888118,"about_ca_system_score_gemma":0.0008107052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007772001,"about_ca_topic_score_gemma":0.001351969,"domain_scores_codex":[0.999762,0.00005107935,0.00002636528,0.00003738913,0.0001066872,0.00001651579],"domain_scores_gemma":[0.9995259,0.0002357491,0.00006054352,0.00001334974,0.0001347047,0.00002975355],"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":[0.00007917737,0.0001106578,0.0005944346,0.007823595,0.00006251707,0.0004077739,0.00004387636,0.0003170377,0.009092643,0.003852828,0.01113089,0.9664846],"study_design_scores_gemma":[0.0000394901,0.000238526,0.003079155,0.00297762,0.0001533822,0.005073365,0.0001033058,0.0002355359,0.009450151,0.002561335,0.9760501,0.00003797124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002514822,0.9977195,0.0004471719,0.000195941,0.0001813218,0.000006682811,0.00001187128,0.000009618797,0.001176454],"genre_scores_gemma":[0.001954966,0.9957646,0.0008766777,0.0002064128,0.0001597421,0.00001529138,0.00003104727,0.0000022272,0.0009890038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003268262,"threshold_uncertainty_score":0.007608891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363762099420237,"score_gpt":0.3072629333477997,"score_spread":0.270886723405776,"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."}}