{"id":"W4408760517","doi":"10.1093/humrep/deaf045","title":"Bias due to non-consent in assisted reproductive treatment cohort studies: consent for disclosure to non-contact research in the Human Fertilisation and Embryology Authority register","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Informed consent; Population; Cohort; Family medicine; Cohort study; Medicine; Parental consent; Reproductive medicine; Psychology; Pregnancy; Alternative medicine; Biology; Environmental health; Pathology; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3519452,0.00101432,0.004172043,0.004271472,0.00265044,0.005359767,0.004662548,0.006425356,0.01571019],"category_scores_gemma":[0.5952273,0.002208443,0.002661415,0.008147909,0.004461212,0.007632033,0.005389458,0.004142776,0.003573153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003145731,"about_ca_system_score_gemma":0.01369051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623503,"about_ca_topic_score_gemma":0.004529457,"domain_scores_codex":[0.5307779,0.3026657,0.1080021,0.0180137,0.0355695,0.004971202],"domain_scores_gemma":[0.3356425,0.3509453,0.1430245,0.134307,0.03287452,0.003206205],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.016448,0.0004590946,0.1756257,0.06376255,0.004380233,0.002666244,0.03593948,0.001441641,0.002675921,0.07406299,0.3569142,0.2656239],"study_design_scores_gemma":[0.008364473,0.002075847,0.218713,0.1293577,0.005285391,0.006004081,0.009720459,0.01103203,0.00634616,0.1126885,0.4891247,0.001287721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1640172,0.03819579,0.1888082,0.107682,0.01464065,0.292727,0.1439976,0.002049836,0.04788173],"genre_scores_gemma":[0.4583175,0.01078403,0.09316263,0.02902608,0.002451678,0.3671033,0.02717336,0.0007418089,0.01123959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6480548,"threshold_uncertainty_score":0.799167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7502509793567299,"score_gpt":0.6347069338047123,"score_spread":0.1155440455520176,"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."}}