{"id":"W3149113462","doi":"10.5534/wjmh.210025","title":"A Global Survey of Reproductive Specialists to Determine the Clinical Utility of Oxidative Stress Testing and Antioxidant Use in Male Infertility","year":2021,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University Health Centre","funders":"Cleveland Clinic","keywords":"Infertility; Medicine; Male infertility; Reproductive medicine; Sperm; Family medicine; Oxidative stress; Semen analysis; Gynecology; Internal medicine; Andrology; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002077442,0.0001068098,0.000220285,0.001015104,0.0002371896,0.0003321328,0.0002164604,0.0005004014,0.00183069],"category_scores_gemma":[0.005925325,0.0001551255,0.0003163069,0.001196028,0.0002326269,0.0004308809,0.0004401699,0.0003534495,0.000308573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270033,"about_ca_system_score_gemma":0.0004770922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637171,"about_ca_topic_score_gemma":0.003810819,"domain_scores_codex":[0.9985076,0.0007124277,0.0002057608,0.0001327517,0.0003063664,0.0001350354],"domain_scores_gemma":[0.9946173,0.001508482,0.00249424,0.0001319956,0.0006797687,0.0005682714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001975915,0.00004193996,0.9953265,0.00007154566,0.00002272727,0.00005285468,0.0004584172,0.0000157733,0.0001415385,0.00001232502,0.0005318336,0.003304727],"study_design_scores_gemma":[0.000005924588,0.00014847,0.9974889,0.00004637399,0.00000978057,0.0003344001,0.001083794,0.000074036,0.00003020052,0.000008736823,0.0007661626,0.000003380416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954293,0.0009329229,0.0001237615,0.0006459408,0.00001311368,0.0000602679,0.001066657,0.00000772526,0.00172024],"genre_scores_gemma":[0.9980433,0.0005507974,0.000282019,0.0004463136,0.00001958345,0.00004254465,0.0004156267,0.000001630432,0.000198037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002637171,"threshold_uncertainty_score":0.01098669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584210476059865,"score_gpt":0.4040903204024757,"score_spread":0.2456692727964892,"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."}}