{"id":"W4413923170","doi":"10.1093/humrep/deaf173","title":"Fine particulate matter exposure and sperm DNA fragmentation in US men: a spatial cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"National Cancer Institute; University of Oxford","keywords":"Sperm; DNA fragmentation; Demography; Context (archaeology); Population; Biology; Semen; Socioeconomic status; Physiology; Environmental health; Medicine; Genetics","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":[0.001619868,0.0002639903,0.0002875589,0.0006612082,0.0004082964,0.000475941,0.0006430146,0.0006322649,0.001503644],"category_scores_gemma":[0.00348354,0.0004810053,0.000818688,0.001640231,0.0003457461,0.0005306648,0.0005137371,0.0004688351,0.0002900076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004318916,"about_ca_system_score_gemma":0.0005664587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01952393,"about_ca_topic_score_gemma":0.02014756,"domain_scores_codex":[0.9992802,0.0002380007,0.0000791203,0.0002244308,0.0001155076,0.00006273309],"domain_scores_gemma":[0.9979396,0.0003632638,0.0008236064,0.0003143939,0.0003379816,0.0002211008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007408576,0.00003105268,0.9986984,0.00002017265,0.0001909457,0.00001915667,0.00007348476,0.00004582344,0.00007870835,0.00001262418,0.00006628421,0.0006892683],"study_design_scores_gemma":[0.00000810505,0.0001370124,0.9991672,0.00001049324,0.0001122105,0.00008963379,0.0001131414,0.0001606335,0.00003518385,0.00001750718,0.0001450251,0.000003790882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974254,0.000943385,0.0002675245,0.00009293035,0.000009107744,0.00002146818,0.0009561885,0.000008491392,0.0002753307],"genre_scores_gemma":[0.9988105,0.0002495285,0.000226933,0.00005392208,0.00001178687,0.00001398395,0.0004980534,0.000001986712,0.0001332709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952393,"threshold_uncertainty_score":0.03882056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035799235523427,"score_gpt":0.3095268689829361,"score_spread":0.2891688766277018,"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."}}