{"id":"W4402620447","doi":"10.1186/s12905-024-03367-7","title":"Factors associated with cervical cancer screening among women of reproductive age in Ghana","year":2024,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Reproductive medicine; Cervical cancer; Developing country; Gynecology; Cancer; Obstetrics; Pregnancy; 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":[0.0003742866,0.0001858339,0.0001787857,0.0006073441,0.000343616,0.0004434329,0.0002188178,0.0002877577,0.002631584],"category_scores_gemma":[0.00347392,0.0001724206,0.0002507451,0.001096175,0.000344015,0.0003063757,0.0003471293,0.0004808031,0.0001600747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661487,"about_ca_system_score_gemma":0.0008053121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02961131,"about_ca_topic_score_gemma":0.03355477,"domain_scores_codex":[0.9997358,0.0001036817,0.00002475303,0.00003131261,0.00004370746,0.00006071955],"domain_scores_gemma":[0.9985688,0.0003077985,0.0008149189,0.00003063546,0.0000770024,0.0002008235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001465928,0.00001633754,0.9980729,0.00001907393,0.000009433619,0.000124269,0.0002035744,0.00001175566,0.00004726685,0.00001447837,0.0001227635,0.001343433],"study_design_scores_gemma":[0.000002847361,0.00003809007,0.9980863,0.00004502937,0.0000131895,0.0003414257,0.000994387,0.00005767864,0.00001847824,0.00002471494,0.0003754746,0.000002316217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965233,0.001523897,0.00004328127,0.0006127621,0.00001003113,0.00002638759,0.0003761908,0.000003746223,0.0008803583],"genre_scores_gemma":[0.9991421,0.0005416212,0.0000611564,0.00004692379,0.000006457084,0.000008491708,0.00009250604,0.00000103481,0.00009981303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02961131,"threshold_uncertainty_score":0.05887794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095653354963816,"score_gpt":0.3895306875619098,"score_spread":0.2799653520655283,"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."}}