{"id":"W4392282149","doi":"10.1007/s43032-024-01475-1","title":"Changes in Sperm Parameters with Time in Men with Normal and Abnormal Baseline Semen Analysis","year":2024,"lang":"en","type":"article","venue":"Reproductive Sciences","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"Hebrew University of Jerusalem","keywords":"Sperm; Semen quality; Semen; Semen analysis; Medicine; Infertility; Male infertility; Andrology; Sperm motility; Population; Cohort; Gynecology; Internal medicine; Biology; 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":[0.0008319602,0.0002123157,0.0004171817,0.001112574,0.0003046505,0.0005447501,0.000239121,0.0003108413,0.0009959063],"category_scores_gemma":[0.002471388,0.0002281781,0.0003778888,0.001169389,0.0002629438,0.0005433777,0.0003727059,0.0003337252,0.000187233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584496,"about_ca_system_score_gemma":0.0002108571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936332,"about_ca_topic_score_gemma":0.002273002,"domain_scores_codex":[0.9994991,0.0001077795,0.00007413547,0.0001313898,0.0001062233,0.00008139938],"domain_scores_gemma":[0.9985279,0.0002964525,0.0007449417,0.0001272783,0.0001438245,0.0001596315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613724,0.00001360202,0.9985513,0.00000582195,0.0000219699,0.00005291605,0.00004419636,0.00002080134,0.0002063389,0.000005247079,0.00001287591,0.0009035058],"study_design_scores_gemma":[0.000002136866,0.0001595539,0.9992404,0.000001763473,0.00001343301,0.000307849,0.00006582132,0.00006373133,0.00007413976,0.000006349077,0.00006263554,0.000002170904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991742,0.0003674396,0.00007425111,0.000007243198,0.000002758331,0.000005316879,0.0002195347,0.000003579179,0.0001458284],"genre_scores_gemma":[0.9993704,0.00009910277,0.00008263851,0.000007422536,0.000004298006,0.000005847345,0.0003098931,0.000001345976,0.0001189721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936332,"threshold_uncertainty_score":0.004399896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557178149699352,"score_gpt":0.2590521682263573,"score_spread":0.2434803867293638,"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."}}