{"id":"W4295549162","doi":"10.5534/wjmh.220067","title":"Impact of Antioxidant Therapy on Natural Pregnancy Outcomes and Semen Parameters in Infertile Men: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2022,"lang":"en","type":"review","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Miscarriage; Varicocele; Sperm; Male infertility; Semen analysis; Semen; Pregnancy; Infertility; Meta-analysis; Randomized controlled trial; Pregnancy rate; Sperm motility; Live birth; Obstetrics; Andrology; Gynecology; Physiology; Internal medicine; Biology","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.03086801,0.0004069944,0.04987679,0.001288834,0.00004396054,0.00001392019,0.0001749942,0.00004578262,0.0001788104],"category_scores_gemma":[0.008081689,0.0001389652,0.008746622,0.0008902115,0.00006907085,0.00004083313,0.00003058098,0.0005189543,1.4947e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844295,"about_ca_system_score_gemma":0.0004836535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181138,"about_ca_topic_score_gemma":0.00001199544,"domain_scores_codex":[0.9811358,0.01165048,0.00615957,0.0001765877,0.0006951199,0.0001823856],"domain_scores_gemma":[0.9720389,0.01582634,0.01137705,0.0005050235,0.0001365582,0.0001160984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01375757,0.0002963856,0.00004654153,0.3079734,0.6712623,0.0000151207,0.000348321,0.000008799646,5.050244e-7,0.00003347119,0.00008010215,0.006177438],"study_design_scores_gemma":[0.06751468,0.0007545038,0.0001532122,0.08431477,0.8469483,0.00007106804,0.00003078711,0.00002101611,1.442644e-7,0.00002262003,0.00006503167,0.000103884],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003770599,0.9880844,0.000002551418,0.0008042663,0.00004216036,0.01063356,0.00002422484,0.000002940024,0.00002880958],"genre_scores_gemma":[0.0033028,0.9959896,0.00006141225,0.0002576162,0.000008022747,0.0002139486,0.000009971057,0.00001980042,0.0001368925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2236586,"threshold_uncertainty_score":0.9979253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370297143091383,"score_gpt":0.4388545814494926,"score_spread":0.3018248671403544,"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."}}