{"id":"W1991614042","doi":"10.1210/jc.2011-2513","title":"Characteristics of Androgen Deficiency in Late-Onset Hypogonadism: Results from the European Male Aging Study (EMAS)","year":2012,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Versus Arthritis; Vlaamse regering","keywords":"Medicine; Internal medicine; Waist; Insulin resistance; Androgen deficiency; Endocrinology; Body mass index; Metabolic syndrome; Testosterone (patch); Androgen; Diabetes mellitus","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":[0.006569715,0.0001719508,0.001065033,0.00008240793,0.0001048062,0.000004644065,0.0003980586,0.00004467798,0.00001760444],"category_scores_gemma":[0.003061931,0.00007792174,0.0002358813,0.0001902559,0.0005647591,0.00008166402,0.0002295031,0.001029462,0.00002419239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000944906,"about_ca_system_score_gemma":0.0000829949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110164,"about_ca_topic_score_gemma":0.00001388144,"domain_scores_codex":[0.994929,0.002186179,0.001974598,0.0001796083,0.0003322296,0.0003983915],"domain_scores_gemma":[0.9960893,0.002048536,0.001015882,0.0004779849,0.0002492689,0.0001189924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844677,0.001714488,0.9655151,0.00000704254,0.0005457962,0.000213642,0.007491514,0.000005291747,0.0003124571,0.00008151584,0.0003809015,0.0218876],"study_design_scores_gemma":[0.003225986,0.0002833871,0.9854136,0.00003494833,0.0007749429,0.0003002966,0.00201228,0.000001345583,0.0001599651,0.0001683042,0.007551798,0.00007310641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831924,0.009753251,0.00001046101,0.004386619,0.0009453538,0.0002367938,0.0000303732,0.000006160566,0.0014386],"genre_scores_gemma":[0.9936342,0.003651539,0.0001151211,0.0003360825,0.002053253,0.000001208156,0.000002579372,0.00001587261,0.0001901145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0218145,"threshold_uncertainty_score":0.4472559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07724474749307013,"score_gpt":0.36467577330003,"score_spread":0.2874310258069598,"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."}}