{"id":"W4283207503","doi":"10.3390/life12060922","title":"Effect of Malignancy on Semen Parameters","year":2022,"lang":"en","type":"article","venue":"Life","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Semen; Semen quality; Sperm; Andrology; Percentile; Sperm motility; Malignancy; Semen analysis; Fertility; Biology; Motility; Cancer; Cryopreservation; Medicine; Gynecology; Internal medicine; Infertility; Population; Embryo; Mathematics; 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":[0.0007266313,0.0002480772,0.0003648663,0.0009093714,0.0002788388,0.0004867208,0.0001943041,0.000227914,0.001619007],"category_scores_gemma":[0.002569956,0.00008433377,0.0004272977,0.0008938292,0.0003475919,0.0002872391,0.0003267742,0.0002721515,0.000206244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434489,"about_ca_system_score_gemma":0.0003290438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747501,"about_ca_topic_score_gemma":0.001428607,"domain_scores_codex":[0.9993679,0.0001751005,0.0001019123,0.0001184485,0.0001699816,0.00006675776],"domain_scores_gemma":[0.9985319,0.0004208619,0.0006188939,0.0001034336,0.0002183699,0.0001064518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000314474,0.00002856569,0.9915363,0.00004400359,0.00008726549,0.000120254,0.00004822647,0.0001020697,0.001251707,0.00002312952,0.00004274617,0.006401179],"study_design_scores_gemma":[0.000005747646,0.0005606049,0.9962923,0.00001670342,0.0000991651,0.0009591112,0.00008673321,0.0001581945,0.001356848,0.00002895722,0.0004308473,0.000004683439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930176,0.005158107,0.0003966002,0.00006032716,0.0000123094,0.00002300942,0.0005174948,0.00001205629,0.0008025672],"genre_scores_gemma":[0.9991996,0.000306959,0.0001299768,0.00002036368,0.000006259939,0.000004595672,0.000202004,0.000001675263,0.0001285379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747501,"threshold_uncertainty_score":0.005416155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164398092367948,"score_gpt":0.2544683345714216,"score_spread":0.2428243536477421,"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."}}