{"id":"W1986521965","doi":"10.5489/cuaj.2259","title":"Is semen analysis necessary prior to the commencement of testosterone supplementation therapy in men of reproductive age?","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Azoospermia; Testosterone (patch); Semen; Medicine; Semen analysis; Gynecology; Occult; Baseline (sea); Andrology; Internal medicine; Infertility; Pregnancy; Biology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003482583,0.0003362169,0.001610912,0.001038572,0.001004481,0.001483298,0.0007948747,0.003122344,0.003050084],"category_scores_gemma":[0.01450833,0.000352536,0.0007059224,0.0009111975,0.001116556,0.001763749,0.0002887787,0.001725859,0.0011887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114798,"about_ca_system_score_gemma":0.00358634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017892,"about_ca_topic_score_gemma":0.01607657,"domain_scores_codex":[0.9977416,0.0007219317,0.0004013521,0.0001806318,0.0006916315,0.0002628929],"domain_scores_gemma":[0.9936996,0.003083923,0.001156988,0.0001806434,0.001322448,0.0005564564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003757035,0.001188266,0.5259884,0.003457461,0.0002575839,0.02160069,0.001334721,0.0008775623,0.01166426,0.00221377,0.04837009,0.3792902],"study_design_scores_gemma":[0.0003983105,0.005516576,0.7509552,0.009715541,0.000439097,0.06178363,0.006742745,0.002109291,0.0138182,0.004230787,0.143958,0.0003326223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5146019,0.2834931,0.01213711,0.1347851,0.007790125,0.001270474,0.002423111,0.0008719128,0.04262716],"genre_scores_gemma":[0.8716455,0.07216704,0.01858455,0.02709465,0.004954068,0.0002846807,0.001163628,0.0001232609,0.003982736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017892,"threshold_uncertainty_score":0.02023935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485991213152604,"score_gpt":0.2838593257382777,"score_spread":0.2589994136067516,"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."}}