{"id":"W2112869229","doi":"10.2164/jandrol.108.006486","title":"Investigation, Treatment, and Monitoring of Late‐Onset Hypogonadism in Males: ISA, ISSAM, EAU, EAA, and ASA Recommendations","year":2008,"lang":"en","type":"article","venue":"Journal of Andrology","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":445,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Testosterone (patch); Medicine; Androgen deficiency; Androgen; Population; Gerontology; Internal medicine; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001443157,0.00007110937,0.0003107943,0.0001560514,0.0000585077,0.000001528028,0.00001781559,0.00004726517,0.000008015828],"category_scores_gemma":[0.00009469748,0.00004922423,0.00003022699,0.00007805875,0.0002397508,0.00006436826,0.00001347023,0.0001101844,5.843132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002298415,"about_ca_system_score_gemma":0.00005526377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006146339,"about_ca_topic_score_gemma":0.00001491941,"domain_scores_codex":[0.9994358,0.0000455576,0.0002873699,0.00009220072,0.00005085106,0.00008820506],"domain_scores_gemma":[0.9995468,0.00008176663,0.0001484238,0.00005139224,0.0001019499,0.0000696794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473315,0.00005841823,0.992608,0.00001403581,0.000109722,0.000067758,0.002465548,0.000002357399,0.002850969,0.00001259079,0.0001801885,0.001483142],"study_design_scores_gemma":[0.001623448,0.001088941,0.9915737,0.00004890166,0.00005599503,0.001659733,0.0004657748,0.000004264579,0.00184211,0.0005962598,0.001001985,0.00003891268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887279,0.004239079,0.000003799715,0.006684824,0.0001027252,0.00005791811,0.000003739323,0.000001864759,0.0001781623],"genre_scores_gemma":[0.9898969,0.00886203,0.0007415292,0.0000521587,0.0001462496,0.000001529406,0.000001502758,0.000004114071,0.0002939978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006632665,"threshold_uncertainty_score":0.2007306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06391879187869755,"score_gpt":0.3013872481457479,"score_spread":0.2374684562670503,"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."}}