{"id":"W2588949194","doi":"10.1186/s13287-017-0491-8","title":"In vitro generation of Sertoli-like and haploid spermatid-like cells from human umbilical cord perivascular cells","year":2017,"lang":"en","type":"article","venue":"Stem Cell Research & Therapy","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"Kangwon National University","keywords":"Biology; Stem cell; Cell biology; Stem cell marker; CD90; Homeobox protein NANOG; SOX2; Mesenchymal stem cell; Induced pluripotent stem cell; Molecular biology; Embryonic stem cell; CD34; Genetics","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":[0.000871248,0.0001938503,0.0004276477,0.0002004221,0.0003497936,0.0001288683,0.0002450836,0.0001775386,0.0003375087],"category_scores_gemma":[0.00001760764,0.0001640902,0.0001166201,0.0001181608,0.0003297242,0.0001948754,0.0001001138,0.0004418777,0.00005668236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009609768,"about_ca_system_score_gemma":0.0001144117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036375,"about_ca_topic_score_gemma":0.0001078795,"domain_scores_codex":[0.9976008,0.0003076393,0.0003696342,0.000483094,0.0008215387,0.0004173183],"domain_scores_gemma":[0.9982723,0.0001372175,0.0001161325,0.001020989,0.0002346913,0.0002186502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005779736,0.0003025778,0.002083058,0.00007176834,0.00004447875,0.00007425675,0.0006578247,0.000002514897,0.9878311,0.00001429972,0.001136705,0.007203477],"study_design_scores_gemma":[0.003473468,0.0007221092,0.01158255,0.00005952653,0.00001945011,0.000007651851,0.0002779374,0.001505583,0.9739956,0.00008868293,0.008110263,0.0001571481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964025,0.001235385,0.00004256575,0.0002835637,0.0002887646,0.0008664234,0.00001871928,0.00002045403,0.0008416268],"genre_scores_gemma":[0.9963155,0.001281277,0.0003343605,0.0001364492,0.0003359737,0.0000378749,0.00005420965,0.00004073533,0.001463608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383543,"threshold_uncertainty_score":0.6691404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063503017694984,"score_gpt":0.3594542066562945,"score_spread":0.2531039048867961,"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."}}