{"id":"W2105435661","doi":"10.1038/aja.2011.88","title":"Can we grow sperm? A translational perspective on the current animal and human spermatogenesis models","year":2011,"lang":"en","type":"article","venue":"Asian Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Spermatogenesis; Biology; Azoospermia; Male infertility; Transplantation; Induced pluripotent stem cell; Sperm; Infertility; Bioinformatics; Immunology; Medicine; Internal medicine; Endocrinology; Genetics; Embryonic stem cell","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473924,0.00009980651,0.000201507,0.0001213107,0.00008752447,0.000006155188,0.00005291082,0.00004857976,0.0002193528],"category_scores_gemma":[0.00002264758,0.00006226819,0.00009899854,0.00006360919,0.0001240651,0.0000592859,0.000006641503,0.0002638034,0.0000033612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002762579,"about_ca_system_score_gemma":0.00007342111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001307312,"about_ca_topic_score_gemma":0.00001609804,"domain_scores_codex":[0.9993386,0.00006614102,0.0002057983,0.000109823,0.000149734,0.0001299084],"domain_scores_gemma":[0.9995391,0.00002844223,0.0001091542,0.0000829704,0.0001348747,0.00010544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.005677773,0.001709973,0.1599281,0.00009082304,0.001265671,0.001450178,0.0473116,0.00002643973,0.008993818,0.7234187,0.001796413,0.04833053],"study_design_scores_gemma":[0.006619732,0.01124827,0.7790979,0.0002733857,0.00111211,0.01821087,0.004675191,0.0006648274,0.002457706,0.1736683,0.001598371,0.0003732932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692435,0.001077185,0.0003399083,0.02081551,0.0001544018,0.0001209945,0.000004072956,0.000007268741,0.008237199],"genre_scores_gemma":[0.9992591,0.00008568461,0.0001338923,0.0002490375,0.0002472836,0.00000138309,0.000001263131,0.000009845901,0.0000125191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6191698,"threshold_uncertainty_score":0.2539223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884725678455099,"score_gpt":0.2775144019899117,"score_spread":0.2286671452053607,"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."}}