{"id":"W4312064711","doi":"10.2196/38045","title":"Incidence of and Experiences with Abortion Attempts in Soweto, South Africa: Respondent-Driven Sampling Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Union for the Scientific Study of Population","keywords":"Abortion; Respondent; Medicine; Sampling frame; Demography; Population; Incidence (geometry); Reproductive health; Family medicine; Pregnancy; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004061372,0.0002730784,0.000247985,0.0009948972,0.0009070132,0.0005973618,0.0005786962,0.0005466544,0.001195294],"category_scores_gemma":[0.008038315,0.0005598134,0.0003450303,0.001020239,0.0006364529,0.0005546712,0.00106841,0.0005714399,0.0002105578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546702,"about_ca_system_score_gemma":0.001010515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030909,"about_ca_topic_score_gemma":0.01572353,"domain_scores_codex":[0.9978453,0.001334092,0.0001862527,0.0002065441,0.0002334317,0.0001944094],"domain_scores_gemma":[0.9977207,0.0007266702,0.0009789328,0.0001615342,0.000189327,0.0002227915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008420465,0.0001853825,0.9764708,0.0001646653,0.00005242826,0.00039586,0.01708835,0.00004409537,0.000650305,0.00009951165,0.0002545755,0.004509732],"study_design_scores_gemma":[0.00003411828,0.0006645538,0.9784682,0.00014265,0.00004184271,0.0008184554,0.0177958,0.0003331352,0.000205892,0.0000779652,0.001396754,0.00002055841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991214,0.00006588086,0.0002411721,0.00004514206,0.000002177101,0.0001420655,0.0001963565,0.000001262635,0.0001846306],"genre_scores_gemma":[0.9980378,0.0002128487,0.0007789354,0.0001274136,0.000005556512,0.000348127,0.000230053,0.00000162798,0.0002576078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030909,"threshold_uncertainty_score":0.02147883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185714570179753,"score_gpt":0.3529604498242072,"score_spread":0.2911033041224096,"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."}}