{"id":"W4396518240","doi":"10.1111/andr.13638","title":"Intra‐individual changes in sperm parameters and total motile count with time among infertile men","year":2024,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Semen; Sperm; Interquartile range; Semen quality; Sperm motility; Semen analysis; Andrology; Biology; Medicine; Infertility; Cohort; Internal medicine; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451849,0.0002390278,0.0003050586,0.0009904437,0.0003466108,0.0004375602,0.0002856791,0.0003233425,0.001457604],"category_scores_gemma":[0.001989307,0.0002105849,0.0003719625,0.001091811,0.0002398858,0.000396662,0.0003206374,0.0003433686,0.0001743275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206088,"about_ca_system_score_gemma":0.0001939772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680323,"about_ca_topic_score_gemma":0.002993179,"domain_scores_codex":[0.999612,0.00008198302,0.00004367197,0.00009089096,0.0001013769,0.00007009538],"domain_scores_gemma":[0.9983303,0.0002803964,0.0009845077,0.0001031662,0.0001315393,0.0001701732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000802338,0.000007775425,0.9990498,0.000005606761,0.00002051066,0.00003298965,0.00003174872,0.00002226502,0.00009548238,0.000004657584,0.00001364636,0.000635094],"study_design_scores_gemma":[0.000001226692,0.00007886383,0.9994847,0.000002834935,0.00001649962,0.0002184745,0.00004127878,0.00004715093,0.00004269484,0.000006623938,0.00005777835,0.000001948227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988552,0.000622649,0.00008133267,0.000009240176,0.000002926897,0.000004451384,0.0002640426,0.000002858335,0.0001571898],"genre_scores_gemma":[0.99943,0.0001636971,0.00007013182,0.000005961483,0.000004826411,0.000004993609,0.0002204195,9.827853e-7,0.00009885966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002680323,"threshold_uncertainty_score":0.00532943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009400419438336194,"score_gpt":0.2217419656269733,"score_spread":0.2123415461886372,"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."}}