{"id":"W4408493527","doi":"10.1111/psrh.70006","title":"Sterilization, Infecundity, and Reproductive Autonomy in Rural, Suburban, and Urban America: Results From a National Survey","year":2025,"lang":"en","type":"article","venue":"Perspectives on Sexual and Reproductive Health","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Tubal ligation; Sterilization (economics); Fertility; Family planning; Demography; Socioeconomic status; Rural area; Medicine; Logistic regression; Socioeconomics; Population; Geography; Environmental health; Sociology; Research methodology; Business","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001741361,0.000358769,0.0007811424,0.000631863,0.0003306873,0.00005216952,0.00008147155,0.0001480049,0.000003900048],"category_scores_gemma":[0.007553367,0.0003082841,0.00002509291,0.0009662788,0.001062709,0.0002519878,0.0001935371,0.000594968,0.000002600648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000592034,"about_ca_system_score_gemma":0.0008491567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007298987,"about_ca_topic_score_gemma":0.0002908338,"domain_scores_codex":[0.9957086,0.0004313391,0.0006649301,0.002428786,0.0003212462,0.0004450677],"domain_scores_gemma":[0.9975317,0.0005177321,0.0003094132,0.0007629188,0.0006902402,0.0001879685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008680958,0.001764023,0.8817996,0.0004864132,0.0003945483,0.00001682512,0.0450729,0.00001564743,0.0006169679,0.01614757,0.007837609,0.03716696],"study_design_scores_gemma":[0.002212819,0.001296508,0.9614301,0.0001379329,0.00001928946,0.00002530308,0.02577125,0.00005397927,0.0001608675,0.005462607,0.00317532,0.0002540542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466813,0.01397594,0.00008310781,0.03524949,0.000222207,0.001600343,0.0002473846,0.000167202,0.001772978],"genre_scores_gemma":[0.9934578,0.003171335,0.0007324104,0.0009280715,0.000400009,0.00008620285,0.0001660499,0.00002352141,0.001034599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07963049,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04579092247993148,"score_gpt":0.3581155316017327,"score_spread":0.3123246091218012,"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."}}