{"id":"W4394615344","doi":"10.3389/fendo.2024.1312357","title":"Undiagnosed RASopathies in infertile men","year":2024,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Protein Tyrosine Phosphatases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Tartu Ülikool","keywords":"Medicine; PTEN; Infertility; Cohort; Male infertility; PTPN11; Population; Genetic testing; Internal medicine; Gynecology; Cancer; Genetics; Biology; KRAS; PI3K/AKT/mTOR pathway","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":[0.0003648044,0.0003905212,0.0002712568,0.001188459,0.000716526,0.0005392555,0.0003201652,0.0003693549,0.003306777],"category_scores_gemma":[0.001671772,0.0002499972,0.0002768866,0.0006937654,0.0005232951,0.0002137123,0.000590135,0.0002472871,0.0002385185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282452,"about_ca_system_score_gemma":0.0002543081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004441743,"about_ca_topic_score_gemma":0.005062628,"domain_scores_codex":[0.9996436,0.00007651823,0.00003217748,0.0001029707,0.00008239161,0.00006239396],"domain_scores_gemma":[0.9996334,0.00009426828,0.0001585958,0.00003502864,0.00002139106,0.00005722679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001915744,0.00002647078,0.9920418,0.00004648386,0.00002343388,0.002088491,0.000554804,0.00006700599,0.001259648,0.00008823838,0.0001863498,0.003425673],"study_design_scores_gemma":[0.000009520951,0.0001205748,0.9943879,0.00001848002,0.00002478416,0.004395714,0.0002645741,0.0001354337,0.0002363472,0.00007187213,0.0003297685,0.000004960481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987362,0.0005246312,0.00007159105,0.00002254363,0.000004279169,0.000008670008,0.0001534766,0.000006043719,0.0004726131],"genre_scores_gemma":[0.9994519,0.0001790826,0.00006943617,0.00002855215,0.000009999918,0.000005577636,0.0001203866,0.00000101027,0.000134064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004441743,"threshold_uncertainty_score":0.01106226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005462889773996183,"score_gpt":0.2416922281230212,"score_spread":0.236229338349025,"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."}}