{"id":"W3207061864","doi":"10.5489/cuaj.7292","title":"Effect of SARS-CoV-2 infection on semen parameters","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semen; Medicine; Semen analysis; Sperm; Internal medicine; Biology; Infertility; Andrology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265488,0.0001139018,0.0002926061,0.0002166249,0.0001121215,0.00003741912,0.00003804652,0.0002024518,0.0001423263],"category_scores_gemma":[0.007258698,0.00009321255,0.0001813298,0.0003430436,0.00002010055,0.00006931764,0.000007663919,0.0005219497,0.00004555998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702316,"about_ca_system_score_gemma":0.0005231455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467389,"about_ca_topic_score_gemma":0.0004750947,"domain_scores_codex":[0.9984026,0.0004523188,0.0002893584,0.0001968659,0.0003552065,0.0003036797],"domain_scores_gemma":[0.9986922,0.0003458885,0.0002587583,0.0001522025,0.0002839112,0.0002670936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354262,0.00007446024,0.9542216,0.00002830254,0.0001941384,0.0001417022,0.00006274037,0.0001904838,0.02064239,0.00005102489,0.009701221,0.0144565],"study_design_scores_gemma":[0.001920742,0.003289403,0.8787469,0.00004190693,0.0002211424,0.0004938486,0.000008444749,0.0001329665,0.08147089,0.0003138748,0.03321235,0.0001475418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770824,0.00003775044,0.00004664214,0.02091067,0.0005075926,0.0001531418,0.000006853882,0.00002263705,0.001232252],"genre_scores_gemma":[0.9933925,0.0000334684,0.0000528675,0.006045817,0.0002765685,0.000004098314,0.00001347549,0.000009749912,0.0001715004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754747,"threshold_uncertainty_score":0.8689864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770918011504115,"score_gpt":0.3139486575310521,"score_spread":0.286239477416011,"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."}}