{"id":"W2098267787","doi":"10.1016/j.fertnstert.2013.09.003","title":"Testosterone use in the male infertility population: prescribing patterns and effects on semen and hormonal parameters","year":2013,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Azoospermia; Discontinuation; Medicine; Infertility; Male infertility; Testosterone (patch); Semen; Gynecology; Fertility; Population; Semen analysis; Spermatogenesis; Internal medicine; Andrology; Pregnancy; Biology","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":[0.0003680843,0.0001510802,0.0002260113,0.00003709714,0.00009626868,0.00009945052,0.00003087796,0.00008321468,0.00003025201],"category_scores_gemma":[0.0003344892,0.0001026642,0.00002565909,0.00006032383,0.00008697465,0.0002674909,0.00005521311,0.0001822824,0.000002073294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794947,"about_ca_system_score_gemma":0.000006849598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00304779,"about_ca_topic_score_gemma":0.0004093859,"domain_scores_codex":[0.9988632,0.0002071071,0.0002219253,0.0003569317,0.0001687726,0.0001821206],"domain_scores_gemma":[0.9991347,0.0003898711,0.00003506182,0.0003065952,0.00003154221,0.0001022345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277573,0.0001040456,0.9833304,0.0002229457,0.00001119977,0.000006667616,0.0003426693,3.181605e-7,0.0003439961,0.000002346583,0.000009139193,0.01434867],"study_design_scores_gemma":[0.0007959952,0.0004365455,0.9972462,0.00009178667,0.00003813583,0.00002893884,0.00008053056,0.0007724853,0.0001276377,0.0002792311,0.00001342222,0.00008907545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982966,0.0001289488,0.00004961166,0.0004914637,0.00004668666,0.0008929122,0.00001002417,0.00002314622,0.00006060767],"genre_scores_gemma":[0.999056,0.000007277902,0.00008501534,0.0007305175,0.00001620714,0.00005532573,0.0000284404,0.000005421828,0.0000157783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142596,"threshold_uncertainty_score":0.4607367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450784213176067,"score_gpt":0.2420511648402287,"score_spread":0.207543322708468,"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."}}