{"id":"W1860616852","doi":"10.5489/cuaj.1180","title":"Steps in the investigation and management of low semen volume in the infertile man","year":2013,"lang":"fr","type":"article","venue":"Canadian Urological Association Journal","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Semen; Ejaculation; Sperm; Infertility; Male infertility; Andrology; Semen analysis; Retrograde ejaculation; Medicine; Physiology; Human fertilization; Volume (thermodynamics); Biology; Gynecology; Anatomy; Internal medicine; Pregnancy; Prostate; Physics","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":[0.003037901,0.0001192878,0.0002107893,0.0001810244,0.0002202324,0.00006679452,0.0001842349,0.0002357657,0.0006660636],"category_scores_gemma":[0.0004611033,0.00007117182,0.00004807643,0.0004347967,0.000173811,0.0001540355,0.00001743745,0.0009119644,0.0000677618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005828477,"about_ca_system_score_gemma":0.0002507873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574291,"about_ca_topic_score_gemma":0.002941552,"domain_scores_codex":[0.9973038,0.001134936,0.0005179367,0.0001855777,0.0003388502,0.0005188946],"domain_scores_gemma":[0.998888,0.0002745747,0.0002823372,0.0001476983,0.0001568984,0.0002504778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008623988,0.0001014052,0.9597289,0.00006735585,0.00005164522,0.0000927747,0.002579631,0.00007559375,0.000007339295,0.003263717,0.02903832,0.0049847],"study_design_scores_gemma":[0.0005770951,0.0002732559,0.9656748,0.00007413155,0.00005711197,0.00008669959,0.002712817,0.0003642802,5.517765e-7,0.007893669,0.02221921,0.00006641225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779448,0.002192586,0.00001142698,0.3163889,0.0003122461,0.0007196626,0.00001360233,0.000002553878,0.002414203],"genre_scores_gemma":[0.9806688,0.0009582274,0.00006461861,0.01674295,0.0003560701,0.00006777191,0.00001498054,0.000004952384,0.001121649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302724,"threshold_uncertainty_score":0.8681601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660325414617607,"score_gpt":0.2384045251342513,"score_spread":0.2218012709880752,"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."}}