{"id":"W2918712970","doi":"10.1186/s12905-019-0737-y","title":"Massive single visit cervical pre-cancer and cancer screening in eastern Democratic Republic of Congo","year":2019,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Democracy; Cervical cancer; Cancer; Medicine; Cervical cancer screening; Oncology; Internal medicine; Political science; Law","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":[0.0003845926,0.0001796489,0.0001515107,0.0005381877,0.0009010556,0.0004634468,0.0002312744,0.0002552453,0.001401905],"category_scores_gemma":[0.001478981,0.0001420119,0.0001383808,0.0008220118,0.0003106176,0.0002656117,0.0005199552,0.0003200468,0.0001227028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478274,"about_ca_system_score_gemma":0.001358866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1056542,"about_ca_topic_score_gemma":0.1500538,"domain_scores_codex":[0.9994948,0.0002398303,0.0000232163,0.00007514909,0.0000419807,0.0001249806],"domain_scores_gemma":[0.9993705,0.0001209155,0.0002183473,0.00004286571,0.00006512136,0.0001821806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011194,0.00009250669,0.9905373,0.00004478471,0.00002614961,0.0007656574,0.0006884725,0.00009073293,0.0005623414,0.0000547372,0.0004919686,0.006544307],"study_design_scores_gemma":[0.00001979263,0.0001850123,0.9941777,0.00003761834,0.00003224379,0.001343719,0.002184363,0.0002659704,0.0002473397,0.00002745977,0.001470616,0.000008194756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980491,0.0002877654,0.00006735083,0.0002162505,0.000004446236,0.00004848855,0.0003733273,0.000004623349,0.0009486109],"genre_scores_gemma":[0.9992737,0.0001707907,0.000102765,0.00007589786,0.000004142146,0.00002834281,0.0001351543,0.000001033071,0.0002082438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056542,"threshold_uncertainty_score":0.2100785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998053088428459,"score_gpt":0.3779153150532749,"score_spread":0.3179347841689902,"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."}}