{"id":"W3160883503","doi":"10.5534/wjmh.210056","title":"Sperm DNA Fragmentation: A Critical Assessment of Clinical Practice Guidelines","year":2021,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Clinical Practice; DNA fragmentation; Fertility; Male infertility; Infertility; Medicine; Gynecology; Family medicine; Biology; Genetics; Pregnancy; Environmental health","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":[0.04233206,0.00179724,0.005832159,0.0119789,0.001426176,0.004934383,0.005105221,0.005933713,0.003720109],"category_scores_gemma":[0.1440461,0.0013862,0.003721829,0.009300944,0.002168732,0.006372692,0.002695017,0.006850895,0.001696428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007229385,"about_ca_system_score_gemma":0.02309857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702942,"about_ca_topic_score_gemma":0.01261054,"domain_scores_codex":[0.9669573,0.01067773,0.01213084,0.001444168,0.008297835,0.0004921279],"domain_scores_gemma":[0.8362855,0.09974065,0.01361871,0.002202562,0.04627911,0.001873526],"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":[0.0001561694,0.00007686601,0.0009427432,0.1632505,0.0008326942,0.0003509033,0.0008249426,0.0004835405,0.0002825755,0.006178237,0.134227,0.6923939],"study_design_scores_gemma":[0.00009767355,0.0001125089,0.001477097,0.5321883,0.002012239,0.0007522724,0.0005904217,0.0004374332,0.0002311169,0.007182143,0.4548034,0.0001154397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001770496,0.970747,0.0008292748,0.02410311,0.002823727,0.0001852463,0.0001458287,0.00003169539,0.000957126],"genre_scores_gemma":[0.00322809,0.9761515,0.007033094,0.01104872,0.00142215,0.0004666198,0.0002739262,0.00002785275,0.0003479795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04233206,"threshold_uncertainty_score":0.2238761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2812381461821271,"score_gpt":0.6126634313736755,"score_spread":0.3314252851915485,"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."}}