{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1081338,0.0003501496,0.001280315,0.001882499,0.004837541,0.008520273,0.002684727,0.01204772,0.01188891],"category_scores_gemma":[0.2266855,0.0006929361,0.0009867582,0.001600407,0.03154885,0.008521643,0.009466557,0.01079064,0.001956208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00268056,"about_ca_system_score_gemma":0.01457441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534002,"about_ca_topic_score_gemma":0.002232211,"domain_scores_codex":[0.8996965,0.07217005,0.005627389,0.005224557,0.0133491,0.003932353],"domain_scores_gemma":[0.7017511,0.2232903,0.01647141,0.03940815,0.0121174,0.006961618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005296889,0.0001761268,0.006099639,0.0008004275,0.0001362818,0.002864413,0.01269112,0.000243463,0.00348573,0.8877472,0.02386108,0.06136482],"study_design_scores_gemma":[0.0002076368,0.0002696826,0.003205165,0.002190626,0.0001106504,0.004944206,0.004953362,0.0004195376,0.003489167,0.8560079,0.1241431,0.00005891772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07063157,0.01700811,0.07051224,0.42316,0.005330746,0.001010919,0.0004545598,0.0001681831,0.4117237],"genre_scores_gemma":[0.830247,0.007961664,0.03346702,0.09873999,0.004870036,0.002135987,0.0002998034,0.0001036126,0.0221747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9879523,"threshold_uncertainty_score":0.5718731,"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."}}