{"id":"W3171042837","doi":"10.5534/wjmh.210063","title":"Relevance of Leukocytospermia and Semen Culture and Its True Place in Diagnosing and Treating Male Infertility","year":2021,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"American Center for Reproductive Medicine, Cleveland Clinic; Cleveland Clinic","keywords":"Medicine; Semen; Infertility; Male infertility; Relevance (law); Semen analysis; Gynecology; Andrology; Biology; 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":[0.001292682,0.0001807106,0.001391125,0.0001332072,0.00007691932,0.00001546073,0.0000550844,0.00007182717,0.00001418787],"category_scores_gemma":[0.0007738963,0.0001059638,0.00007581741,0.0002608517,0.00004861069,0.00006767825,0.00005444364,0.0006090218,1.580223e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724014,"about_ca_system_score_gemma":0.0004357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004422063,"about_ca_topic_score_gemma":0.0001300287,"domain_scores_codex":[0.9983778,0.0003419431,0.0007582202,0.0001619593,0.0001987696,0.0001613269],"domain_scores_gemma":[0.9981566,0.0007072703,0.0007525157,0.000160057,0.0000839815,0.0001395669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015666,0.000086509,0.009074358,0.02159828,0.0001483482,0.0001408364,0.001524766,0.000001876738,0.00000941847,0.00007813677,0.0004906057,0.9667453],"study_design_scores_gemma":[0.006438574,0.001860601,0.04270529,0.2997498,0.002742607,0.01992776,0.001490074,0.0001608383,0.00004701111,0.0001281426,0.6242032,0.0005460873],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0223941,0.9761786,0.0000024418,0.0007548398,0.00005257347,0.0003890732,0.000004343151,0.000002812779,0.00022123],"genre_scores_gemma":[0.005969149,0.9930803,0.0003074782,0.0001043403,0.0001403195,0.000003683417,0.00000423892,0.00001528656,0.0003752427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9661992,"threshold_uncertainty_score":0.4321079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437446412808798,"score_gpt":0.365031470729988,"score_spread":0.3206570066019,"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."}}