{"id":"W4381612892","doi":"10.1126/science.adh3104","title":"Ethical research when abortion access is legally restricted","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Fogarty International Center; NIH Office of the Director; NIH Clinical Center; U.S. Department of Health and Human Services; National Institutes of Health; National Institute of Mental Health","keywords":"Abortion; Government regulation; Business; Research ethics; Clinical research; Internet privacy; Law; Political science; Law and economics; Medicine; Pregnancy; Biology; Computer science; Sociology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003715834,0.00004512463,0.00008285402,0.000421379,0.0003901901,0.00009136918,0.0002438687,0.00008988797,0.0001042782],"category_scores_gemma":[0.002871303,0.00003645965,0.00001815366,0.003547857,0.0005562944,0.0003122906,0.0000982214,0.0006508805,0.0005124622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096242,"about_ca_system_score_gemma":0.001056151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143452,"about_ca_topic_score_gemma":0.00001004878,"domain_scores_codex":[0.9976062,0.00008122655,0.0001476815,0.0004572133,0.001254129,0.0004536044],"domain_scores_gemma":[0.9984924,0.00006903865,0.00002776562,0.0003753488,0.0008234002,0.0002120946],"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":[0.0006633944,0.0001626905,0.08188507,0.0002187142,0.000008405659,0.0001086626,0.004386012,0.00001203778,0.6033615,0.007140271,0.1337364,0.1683168],"study_design_scores_gemma":[0.0002352844,0.0001631771,0.961014,0.00003896865,0.000002710718,0.000008221857,0.0001127102,0.0007189211,0.007083568,0.00362672,0.02695115,0.00004453788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907919,0.00005209228,0.00009648377,0.1034231,0.0002589272,0.0003582297,0.00000114409,0.0001144165,0.00490371],"genre_scores_gemma":[0.9948453,0.000105143,0.0001437061,0.001600544,0.0003470244,0.00002868431,0.000003447521,0.00000505049,0.002921128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.879129,"threshold_uncertainty_score":0.6586836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2442255314928356,"score_gpt":0.5401252168758311,"score_spread":0.2958996853829955,"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."}}