{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001338059,0.00004143568,0.0001052571,0.00003636084,0.00002788373,0.000001131432,0.00002100043,0.00001131113,0.0004155108],"category_scores_gemma":[0.0001568508,0.0000327318,0.0000468119,0.00008153764,0.000008751542,0.000006533574,0.00001572695,0.00006526196,0.00002534605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001872129,"about_ca_system_score_gemma":0.00001466621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722409,"about_ca_topic_score_gemma":1.009535e-7,"domain_scores_codex":[0.9995775,0.00005248517,0.00006968887,0.00007812709,0.0001595544,0.0000626386],"domain_scores_gemma":[0.99971,0.00009459408,0.00002612375,0.0001225742,0.000006756958,0.0000399682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005810731,0.001057182,0.7908598,0.001036067,0.0005729325,0.0004370763,0.0008188207,0.001552595,0.05769775,0.002768673,0.06581933,0.07156911],"study_design_scores_gemma":[0.02158225,0.08568669,0.4034116,0.0004762586,0.001552705,0.000333566,0.0004962906,0.003574425,0.4077799,0.0003322319,0.07402763,0.0007464453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950083,0.00007229045,0.00001642435,0.0002227996,0.0002332683,0.0001633302,0.000002750119,0.00002573473,0.004255132],"genre_scores_gemma":[0.9986414,0.000001585354,0.00004936461,0.0008177606,0.00003681633,0.00002896722,0.00001331921,0.000006678067,0.0004041163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874482,"threshold_uncertainty_score":0.4549552,"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."}}