{"id":"W2889367203","doi":"10.5489/cuaj.5408","title":"Time to improvement in semen parameters after microsurgical varicocelectomy in men with severe oligospermia","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oligospermia; Semen; Andrology; Urology; Medicine; Semen analysis; Gynecology; Infertility; Male infertility; Biology","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":[0.0003401727,0.0001611298,0.0002357783,0.0004299083,0.0002752928,0.0002733847,0.000153963,0.0002725901,0.001074536],"category_scores_gemma":[0.001531059,0.00009606521,0.0003198976,0.0004691862,0.0001671697,0.0003370064,0.0002369016,0.0003080812,0.0001001844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757561,"about_ca_system_score_gemma":0.0002421876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329994,"about_ca_topic_score_gemma":0.003379656,"domain_scores_codex":[0.9998075,0.00004068413,0.00002465651,0.00003722954,0.0000444194,0.00004546037],"domain_scores_gemma":[0.9991767,0.0001516367,0.0004553946,0.00001919445,0.00006027165,0.0001368246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003695333,0.00003360763,0.9943949,0.00001742587,0.00002904401,0.0001330368,0.0000630139,0.00008328907,0.0002826619,0.000008094744,0.00005214224,0.004533116],"study_design_scores_gemma":[0.000004122904,0.0002950128,0.9989752,0.000004104595,0.00001535333,0.0003132774,0.00006722118,0.00009828393,0.0001190033,0.000008553454,0.00009666767,0.000003321068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999127,0.0005044856,0.00005219897,0.00003318471,0.00000508355,0.000004833455,0.0001083245,0.000003542941,0.0001612153],"genre_scores_gemma":[0.999709,0.00007040145,0.00003444187,0.0000117131,0.000005244322,0.000002206004,0.0001056432,3.702434e-7,0.00006103654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002329994,"threshold_uncertainty_score":0.00463289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005004962500341308,"score_gpt":0.1981846232118608,"score_spread":0.1931796607115195,"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."}}