{"id":"W4415588229","doi":"10.1101/2025.10.24.25338728","title":"Trying to Heal Without “Bringing Problems”: Navigating Cervical Precancer Stigma in a Phase I Clinical Trial in Western Kenya","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Clinical trial; Stigma (botany); Abstinence; Social stigma; Mental illness; Cervical cancer; Population; Sexual abstinence","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":[],"consensus_categories":[],"category_scores_codex":[0.005583676,0.0005008548,0.0007516189,0.0002966967,0.002074563,0.0008908577,0.0007212929,0.00110417,0.004805785],"category_scores_gemma":[0.006167083,0.0003653608,0.0007214033,0.0003477038,0.0010555,0.001011805,0.000822752,0.001478492,0.000355654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476441,"about_ca_system_score_gemma":0.005586735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00459764,"about_ca_topic_score_gemma":0.01990169,"domain_scores_codex":[0.998271,0.001247231,0.00009710625,0.0000679857,0.00009297598,0.0002237837],"domain_scores_gemma":[0.9975,0.0008057384,0.000536454,0.00009862077,0.0002254038,0.0008337686],"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":[0.2245058,0.1137234,0.02435553,0.02597862,0.002294088,0.004051167,0.04336801,0.002921684,0.02482623,0.00310098,0.01039985,0.5204747],"study_design_scores_gemma":[0.2591901,0.6286731,0.0528321,0.006028461,0.001956579,0.0008899412,0.01456787,0.001330528,0.003846902,0.00126232,0.02922156,0.0002005361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594491,0.005058396,0.0007812529,0.003547717,0.0001698065,0.02433628,0.0003175806,0.00004117155,0.006298758],"genre_scores_gemma":[0.964493,0.005922871,0.00550091,0.001796162,0.0001142276,0.0193363,0.0001818784,0.00001205028,0.002642575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005583676,"threshold_uncertainty_score":0.02952963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1506779036813054,"score_gpt":0.5048958870436769,"score_spread":0.3542179833623715,"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."}}