{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003667351,0.00009915249,0.0002915994,0.0003444943,0.0004093469,0.0002997524,0.0006336533,0.00004423968,0.000255638],"category_scores_gemma":[0.002187736,0.00007064996,0.00005108374,0.0002991647,0.001030622,0.002033423,0.0002259463,0.0004486954,0.000002784515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748389,"about_ca_system_score_gemma":0.003787231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906631,"about_ca_topic_score_gemma":0.0003015704,"domain_scores_codex":[0.9970431,0.00006841435,0.0004803406,0.0002252045,0.001829125,0.0003537746],"domain_scores_gemma":[0.994338,0.0001375773,0.0007346463,0.0001823191,0.004096472,0.0005109974],"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":[0.002181475,0.001306305,0.316645,0.0003156869,0.0003683312,0.0001109411,0.004289296,0.00002379214,0.002134341,0.005629342,0.0008857704,0.6661097],"study_design_scores_gemma":[0.002780462,0.001434821,0.9722523,0.0002970421,0.00002574314,0.001156633,0.001112109,0.001276742,0.0007004305,0.00008929563,0.01877676,0.00009768211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6052008,0.004723029,0.02644377,0.3214704,0.002160781,0.0005781855,0.00001631322,0.00003802048,0.03936879],"genre_scores_gemma":[0.9936042,0.001084587,0.003538798,0.0010242,0.0006731172,0.000004299144,8.418433e-7,0.000008726581,0.00006122192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.666012,"threshold_uncertainty_score":0.6718385,"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."}}