{"id":"W4396772360","doi":"10.20944/preprints202405.0424.v1","title":"“In the Village That She Comes from, Most of the People Don’t Know Anything about Cervical Cancer”: A Health Systems Appraisal of Cervical Cancer Prevention Services in Tanzania","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Toronto; Queen's University","funders":"","keywords":"Tanzania; Cervical cancer; Dar es salaam; Medicine; Health services; Family medicine; Gynecology; Cancer; Environmental health; Socioeconomics; Sociology; Internal medicine","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":[0.02312476,0.0007031273,0.0004467787,0.002207376,0.007929159,0.004696602,0.001479891,0.001687151,0.002486324],"category_scores_gemma":[0.0208232,0.0005323754,0.000809056,0.002355806,0.005208614,0.00370055,0.005427458,0.002810869,0.0001455145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02698147,"about_ca_system_score_gemma":0.03810431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04026594,"about_ca_topic_score_gemma":0.06014335,"domain_scores_codex":[0.979566,0.01603991,0.0006342295,0.0002678826,0.001007185,0.002484779],"domain_scores_gemma":[0.9860342,0.008527194,0.001370942,0.0001778401,0.001979804,0.001910056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001987047,0.0003437228,0.02742376,0.007305894,0.00009039457,0.004427491,0.8790737,0.0009165614,0.001274997,0.009513186,0.01132544,0.05810615],"study_design_scores_gemma":[0.00005981625,0.0006177152,0.03081179,0.003350719,0.0001014931,0.0003405945,0.9443575,0.0009888181,0.0003771342,0.001851319,0.01710177,0.00004129319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781434,0.007859474,0.002203183,0.09313577,0.0003344476,0.002372112,0.0002813024,0.00003645095,0.01563382],"genre_scores_gemma":[0.9907556,0.002987611,0.002990416,0.00212098,0.00006196726,0.0003756913,0.0000759301,0.000008150147,0.0006236581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04026594,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781412738824855,"score_gpt":0.4164217448718661,"score_spread":0.3382804709893806,"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."}}