{"id":"W2906851243","doi":"10.1373/clinchem.2018.289348","title":"Reduced Testicular Steroidogenesis and Increased Semen Oxidative Stress in Male Partners as Novel Markers of Recurrent Miscarriage","year":2019,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council; National Institute for Health and Care Research; Imperial College Healthcare NHS Trust; Imperial College London; NIHR Imperial Biomedical Research Centre; Imperial College Healthcare Charity; Canadian Imperial Bank of Commerce","keywords":"Luteinizing hormone; Sperm; DNA fragmentation; Endocrinology; Sperm motility; Semen quality; Internal medicine; Biology; Semen; Andrology; Oxidative stress; Testosterone (patch); Follicle-stimulating hormone; Semen analysis; Pregnancy; Hormone; Medicine; Infertility; Apoptosis; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003741,0.0001672578,0.0004766916,0.00002133664,0.00002201309,0.000005395809,0.0001696155,0.0003008005,0.0005285752],"category_scores_gemma":[0.0007865995,0.0001498905,0.00009863242,0.00008754718,0.0002517887,0.00003896144,0.0001081524,0.0002461266,0.00005130553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002053417,"about_ca_system_score_gemma":0.0000791534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000452188,"about_ca_topic_score_gemma":0.000001751815,"domain_scores_codex":[0.9983581,0.0002092305,0.000617651,0.0005565857,0.00004247524,0.0002159073],"domain_scores_gemma":[0.9986901,0.0004792325,0.0002568431,0.0004541116,0.00007428364,0.00004539193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002911394,0.00022185,0.2983086,0.0002237372,0.0001195744,0.000003922435,0.00005892026,7.366456e-7,0.6998307,0.000005185822,0.0001394061,0.0007962639],"study_design_scores_gemma":[0.002743991,0.0002246013,0.09435081,0.0005669743,0.00005328056,0.00003834363,0.0005292868,0.000001537787,0.9007205,0.00002324216,0.0005327209,0.0002146758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915149,0.003213131,0.000001772191,0.00005237957,0.0002581878,0.0003095906,0.00007383188,0.00001283866,0.004563391],"genre_scores_gemma":[0.997075,0.00006601819,0.00004675479,0.00001595364,0.00003445468,0.00002069076,0.0000920447,0.00001183076,0.002637222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039578,"threshold_uncertainty_score":0.6112357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951385476549308,"score_gpt":0.3206954347204571,"score_spread":0.2911815799549641,"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."}}