{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007286949,0.0003607219,0.0003745593,0.001060055,0.0009901182,0.0007848398,0.0004400015,0.0007755687,0.001003949],"category_scores_gemma":[0.002819542,0.0001818082,0.0003145084,0.0005727198,0.000424233,0.0009013131,0.0005234575,0.0006675034,0.0002070195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023999,"about_ca_system_score_gemma":0.0006466315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118741,"about_ca_topic_score_gemma":0.008284485,"domain_scores_codex":[0.9996061,0.000103086,0.000040216,0.00006940954,0.0001030354,0.00007818129],"domain_scores_gemma":[0.9987715,0.0002275402,0.0004323051,0.00004442659,0.0001530752,0.0003711133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000524301,0.0001264603,0.993644,0.000008858033,0.00001597872,0.001156672,0.0002842693,0.00003668703,0.0006834645,0.00001829271,0.0002007022,0.003772146],"study_design_scores_gemma":[0.000005314762,0.0005724257,0.9928834,0.000009446006,0.00003483155,0.004138111,0.001488159,0.0002396819,0.0002578408,0.00005331949,0.0003054399,0.0000118842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983643,0.0002052098,0.0001164864,0.0003383396,0.00001367024,0.00001561705,0.0001302294,0.000008014675,0.0008081429],"genre_scores_gemma":[0.9993772,0.00007582888,0.0001576628,0.00008522589,0.00001771767,0.000006448129,0.00007756998,0.000002253912,0.0002000006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003118741,"threshold_uncertainty_score":0.006201208,"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."}}