{"id":"W1858144734","doi":"10.1503/cmaj.150033","title":"Diagnosis and management of testosterone deficiency syndrome in men: clinical practice guideline","year":2015,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Women's College Hospital; Credit Valley Hospital; Canadian Foundation for Healthcare Improvement; Island Health; University of Toronto; Jewish General Hospital; University of British Columbia; McMaster University; Queen's University; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Guideline; Testosterone (patch); Medicine; Clinical Practice; Pediatrics; Internal medicine; Endocrinology; Pathology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008680217,0.0002245412,0.001725295,0.0003339188,0.00007306843,0.00001753541,0.0001528313,0.0005108436,0.0001471973],"category_scores_gemma":[0.007073372,0.0001596857,0.0002097278,0.0004463501,0.0001074873,0.00007861781,0.0000704913,0.001365529,0.00003539068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058874,"about_ca_system_score_gemma":0.003031077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000609371,"about_ca_topic_score_gemma":0.0008678341,"domain_scores_codex":[0.9954035,0.0004432084,0.001916639,0.0003246264,0.001537217,0.0003748127],"domain_scores_gemma":[0.996405,0.0004732632,0.0008923482,0.000155702,0.0008143815,0.001259328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005510849,0.0001446582,0.002546904,0.00164946,0.0005454871,0.00333938,0.00004673198,4.480447e-8,1.010985e-9,0.00004046026,0.05749064,0.9341908],"study_design_scores_gemma":[0.0007196371,0.0002255669,0.004445374,0.007283994,0.001110383,0.002816127,0.0004447859,0.000001119421,4.316345e-9,0.00002493063,0.9827913,0.0001367941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007968066,0.9765888,0.00000275752,0.01430325,0.000418931,0.000494075,0.0000249709,0.00000484776,0.008082656],"genre_scores_gemma":[0.00005268023,0.9972898,0.0007735973,0.0008673398,0.0006068527,0.00003091681,0.00001683519,0.00002033224,0.000341654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.934054,"threshold_uncertainty_score":0.8467999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725495397577532,"score_gpt":0.4056860705098055,"score_spread":0.3331365307520523,"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."}}