{"id":"W4378952197","doi":"10.1007/s11356-023-27695-7","title":"Effect of pesticide exposure on human sperm characteristics, genome integrity, and methylation profile analysis","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Sperm; DNA fragmentation; Andrology; Sperm motility; Male infertility; Biology; Infertility; Population; Semen analysis; Genetics; Pregnancy; Medicine; Apoptosis","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":[],"consensus_categories":[],"category_scores_codex":[0.00273531,0.0000691494,0.000152043,0.000604306,0.0003093898,0.00002481062,0.0000486364,0.00004544377,0.000201855],"category_scores_gemma":[0.0003544356,0.00005209256,0.00002938373,0.001072641,0.0007919963,0.00008001855,0.00008422792,0.0002096197,0.00004540135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180236,"about_ca_system_score_gemma":0.00002656174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005569756,"about_ca_topic_score_gemma":0.00000214901,"domain_scores_codex":[0.9984937,0.0001232491,0.0001261846,0.000263415,0.0007845109,0.0002089149],"domain_scores_gemma":[0.9995822,0.00009521495,0.00003239795,0.0001406823,0.00002288053,0.0001265664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007577009,0.00004497592,0.2875965,0.00003442224,0.00002655561,0.000007948349,0.0001775728,0.000004393077,0.7001761,0.0001236159,0.00001460009,0.01171756],"study_design_scores_gemma":[0.0002797161,0.00150327,0.9577215,0.00001525599,0.00007666606,0.000005032619,0.0001140509,0.001102579,0.03905484,0.00002196119,0.00006112873,0.00004394859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989219,0.00004686947,0.00001284302,0.0002499213,0.00002412418,0.0002910238,0.00001869961,0.00001443197,0.0004202427],"genre_scores_gemma":[0.999447,0.0000793121,0.00001574724,0.00001783352,0.00004392983,0.00001180256,0.00006819335,0.000004199107,0.0003119384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6701251,"threshold_uncertainty_score":0.2918143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479871280685107,"score_gpt":0.3738174635192721,"score_spread":0.3258303354507615,"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."}}