{"id":"W2763912091","doi":"10.11591/ijphs.v6i3.7547","title":"Knowledge, Attitude and Practice of Cervical Cancer Screening through Visual Inspection with Acetic Acid","year":2017,"lang":"en","type":"article","venue":"International Journal of Public Health Science (IJPHS)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Visual inspection; Medicine; Quarter (Canadian coin); Test (biology); Family medicine; Disease; Cervical cancer screening; Cancer; Cross-sectional study; Environmental health; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316236,0.0001109328,0.0001634781,0.0004575686,0.0002715129,0.0004674472,0.0001522728,0.0003921273,0.002596822],"category_scores_gemma":[0.003230972,0.0001848954,0.0002239613,0.0004497667,0.0002654294,0.0003792589,0.0002563833,0.0003446197,0.0003599574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961276,"about_ca_system_score_gemma":0.0004513672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076169,"about_ca_topic_score_gemma":0.01106873,"domain_scores_codex":[0.9995111,0.0001334887,0.00005804487,0.00004380721,0.0001662321,0.00008738749],"domain_scores_gemma":[0.9985678,0.0004534656,0.0005181862,0.00005011306,0.0001914473,0.0002190166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003716087,0.0001905027,0.9888648,0.00005697965,0.00001612582,0.0001174553,0.002279618,0.00004956288,0.0003254568,0.00003842944,0.0001384209,0.007885615],"study_design_scores_gemma":[0.000005682944,0.0005661815,0.9934413,0.0000732264,0.00002087038,0.0003999018,0.004060862,0.0002079299,0.0001374914,0.00006170675,0.001014288,0.00001046808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972427,0.0002089769,0.00004566898,0.0001933718,0.000004069857,0.00001993051,0.0001065729,0.000001451728,0.00217732],"genre_scores_gemma":[0.9989824,0.0002675881,0.00006686464,0.00005956123,0.000003857645,0.000008732689,0.00004617747,3.768934e-7,0.0005645356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076169,"threshold_uncertainty_score":0.02139807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941195583552166,"score_gpt":0.5432112690588288,"score_spread":0.3490917107036121,"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."}}