{"id":"W4283724670","doi":"10.1093/humrep/deac106.045","title":"O-263 Sperm parameters in cancer patients: the role of cancer and cancer diagnoses","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; Cancer; Testicular cancer; Medicine; Fertility preservation; Semen quality; Semen; Fertility; Sperm bank; Internal medicine; Semen analysis; Sperm motility; Oncology; Gynecology; Biology; Infertility; Andrology; Population; 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":[0.001120011,0.000183333,0.0005189389,0.0008093795,0.0002907116,0.00056895,0.0003996586,0.0003998474,0.004695316],"category_scores_gemma":[0.005681768,0.0001217884,0.0005142047,0.001620113,0.0003319739,0.000511369,0.000317513,0.0002991186,0.0003138662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233346,"about_ca_system_score_gemma":0.0002920609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111632,"about_ca_topic_score_gemma":0.001535428,"domain_scores_codex":[0.9992847,0.000246927,0.0001068086,0.000159899,0.0001301499,0.00007141155],"domain_scores_gemma":[0.9966439,0.001543185,0.001122077,0.0001329436,0.0002371743,0.000320791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002621176,0.000009952984,0.9980718,0.00002134046,0.00004835389,0.00002845429,0.00001532742,0.00001861575,0.00004224042,0.00001258008,0.00009450904,0.00137478],"study_design_scores_gemma":[0.0000188742,0.0002332221,0.9987709,0.00002213064,0.00007455406,0.0002415201,0.00009638751,0.0001451037,0.00005979069,0.00004228303,0.0002918659,0.000003322657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946018,0.00284211,0.0001426667,0.0001551318,0.00003776461,0.00001473057,0.00129379,0.000006789638,0.0009051531],"genre_scores_gemma":[0.9990896,0.0002017345,0.00004441452,0.00002965659,0.00002303213,0.000006744422,0.0004629832,0.000001496071,0.0001404789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004695316,"threshold_uncertainty_score":0.01570743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159529381914478,"score_gpt":0.2885134860024403,"score_spread":0.2669181921832955,"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."}}