{"id":"W3188388659","doi":"10.1007/s10815-021-02298-8","title":"Hope for male fecundity: clinically insignificant changes in semen parameters over 10 years at a single clinic while assessing an infertility population","year":2021,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Sperm; Semen; Fecundity; Fertility; Semen analysis; Infertility; Sperm motility; Population; Male infertility; Medicine; Gynecology; Reproductive medicine; Andrology; Biology; Assisted reproductive technology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009457127,0.00009092999,0.0002888061,0.0001227465,0.00005718891,0.00005299582,0.00002460308,0.0001203386,0.0001106338],"category_scores_gemma":[0.001181041,0.00008386667,0.00008643861,0.0001880544,0.00004053021,0.0001081854,0.00002231373,0.0001649528,0.000001133179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121999,"about_ca_system_score_gemma":0.00009561772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000929632,"about_ca_topic_score_gemma":0.00009565854,"domain_scores_codex":[0.9986415,0.000139252,0.0005832838,0.0003019329,0.0002130815,0.0001209398],"domain_scores_gemma":[0.9988012,0.00008623311,0.000398602,0.0002562687,0.0003479574,0.0001097523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009546009,0.001009713,0.7899902,0.0001149456,0.0001077087,0.00007221966,0.0002477844,0.0001418821,0.08275677,9.266411e-7,0.0004899651,0.1241133],"study_design_scores_gemma":[0.001617352,0.001243971,0.9887358,0.0000970699,0.0002014473,0.0005480574,0.000234738,0.0003551205,0.003777104,0.00004755908,0.003051751,0.00009004036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974703,0.0005717512,0.000224196,0.000827059,0.0006558911,0.0001881959,0.00000243342,0.000009548018,0.00005066169],"genre_scores_gemma":[0.9901334,0.0002413225,0.008594262,0.0001658062,0.0003988548,0.000003069258,0.0000463882,0.00001430922,0.0004026117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987456,"threshold_uncertainty_score":0.3419983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10250199275044,"score_gpt":0.3552954275333603,"score_spread":0.2527934347829203,"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."}}