{"id":"W4401361794","doi":"10.1371/journal.pgph.0003581","title":"Experiences of community reintegration after obstetric fistula repair at Jean Paul 2 hospital, Conakry, Guinea","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Sante Montreal","funders":"","keywords":"Medicine; Psychosocial; Qualitative research; Stigma (botany); Fistula; Vesicovaginal fistula; Poverty; Social stigma; Social support; Nursing; Family medicine; Psychiatry; Psychology; Surgery; Human immunodeficiency virus (HIV); Psychotherapist","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":[0.000329948,0.0001572548,0.0003079315,0.00009340134,0.0002006142,0.00005911271,0.000176904,0.00008063993,0.0002642343],"category_scores_gemma":[0.0007854005,0.0001237759,0.0001454715,0.0008303484,0.0001345401,0.0001729338,0.0001140621,0.0002685321,0.00004516367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215881,"about_ca_system_score_gemma":0.0005558249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005536713,"about_ca_topic_score_gemma":0.0001840627,"domain_scores_codex":[0.9983788,0.0001664177,0.0004941612,0.0002381201,0.000385295,0.0003372683],"domain_scores_gemma":[0.9985909,0.0001649229,0.0001043198,0.0005630812,0.0002374741,0.0003393016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002448681,0.004524734,0.05526628,0.005686593,0.0007594366,0.00007104159,0.07391374,0.00000311094,0.0001567037,0.02084531,0.8161654,0.02236271],"study_design_scores_gemma":[0.002391415,0.01042083,0.3320933,0.002089441,0.0002840723,0.0003330959,0.05557263,0.01498927,0.0002461229,0.003287043,0.5770485,0.001244261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480951,0.008642559,0.0001407406,0.0391623,0.0003284909,0.0005555369,0.00009746919,0.0003588576,0.002618929],"genre_scores_gemma":[0.996197,0.0001633198,0.0003189663,0.002455442,0.0001000894,0.0001654593,0.0001908754,0.00001292875,0.0003959277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276827,"threshold_uncertainty_score":0.5047435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292567362611281,"score_gpt":0.3256816334102985,"score_spread":0.2727559597841857,"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."}}