{"id":"W3182085534","doi":"10.21886/2308-6424-2021-9-2-142-149","title":"Male fertility: a review of the publications from January - March 2021","year":2021,"lang":"en","type":"review","venue":"Urology Herald","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Infertility; Human papillomavirus; Gynecology; Male infertility; Medicine; Quarter (Canadian coin); Male fertility; Family medicine; Biology; History; Population; Genetics; Internal medicine; Pregnancy; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007423422,0.0003023789,0.002323019,0.00006630599,0.00007663824,0.000003842594,0.0004241367,0.0006164457,0.005714945],"category_scores_gemma":[0.001788442,0.0001817341,0.000915765,0.0005593659,0.0004109881,0.00003121751,0.0002895329,0.001067342,0.0001089374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005976162,"about_ca_system_score_gemma":0.0009090297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005128817,"about_ca_topic_score_gemma":0.00001186984,"domain_scores_codex":[0.9964464,0.001418393,0.0008624374,0.0008499342,0.0001615219,0.0002612829],"domain_scores_gemma":[0.9963618,0.0003715016,0.0003841546,0.002500638,0.0002987143,0.00008321949],"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":[0.0001634462,0.000627187,0.004364535,0.06478884,0.001587546,0.000030797,0.00002640486,1.332473e-8,0.000007095383,0.0001847866,0.06951886,0.8587005],"study_design_scores_gemma":[0.0001055477,0.00005326657,0.01517472,0.01250168,0.001889262,0.0001934803,0.000001440082,2.59347e-7,0.000001321428,0.0001062233,0.9698617,0.0001110798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006382167,0.9788221,0.000006253911,0.01534478,0.0004001877,0.001546414,0.000182794,0.00001644574,0.003617201],"genre_scores_gemma":[0.00001658366,0.9913473,0.00008986726,0.003181999,0.0002473758,0.0002826262,0.0009106716,0.00002063113,0.003902949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9003429,"threshold_uncertainty_score":0.995194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06994051738080279,"score_gpt":0.3634651984870344,"score_spread":0.2935246811062316,"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."}}