{"id":"W2112164079","doi":"10.1016/j.ijgo.2014.01.002","title":"Reducing stigma in reproductive health","year":2014,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Shame; Dignity; Medicine; Disgust; Stigma (botany); Abortion; Reproductive health; Guard (computer science); Social stigma; Population; Criminology; Nursing; Social psychology; Psychiatry; Family medicine; Human immunodeficiency virus (HIV); Psychology; Law; Environmental health; Anger; Pregnancy; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00174431,0.00009704391,0.0003785567,0.0007684354,0.00003816651,0.0000118154,0.0001703819,0.00008599383,0.00005523304],"category_scores_gemma":[0.02012888,0.00008635986,0.00009282544,0.0003235844,0.00006022412,0.0001599552,0.00002853093,0.0004987429,0.00001645519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007756269,"about_ca_system_score_gemma":0.0005061544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004486753,"about_ca_topic_score_gemma":0.00001227109,"domain_scores_codex":[0.9980836,0.0001908425,0.0008131651,0.0002520706,0.0004342376,0.0002260918],"domain_scores_gemma":[0.996954,0.0008517298,0.0007239819,0.000195795,0.001124829,0.0001496407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008285462,0.0009011924,0.2014931,0.00006004853,0.0001992186,0.000308965,0.001479938,0.0006722851,0.001998729,0.001924132,0.004272904,0.7858609],"study_design_scores_gemma":[0.004232327,0.001939515,0.9234209,0.0001841077,0.00002864806,0.001267009,0.0003382112,0.0003976604,0.0006570324,0.00184802,0.06556322,0.0001233354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540166,0.002047504,0.00173624,0.03384772,0.006796784,0.0002285842,0.000001639973,0.00001240334,0.00131248],"genre_scores_gemma":[0.9934621,0.000548618,0.002304227,0.001885344,0.001525348,0.000003419478,0.000004475642,0.0000116458,0.0002547606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857376,"threshold_uncertainty_score":0.988125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235579828850516,"score_gpt":0.3381364170971586,"score_spread":0.314578434212107,"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."}}