{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001201619,0.0001637916,0.0006171041,0.000297394,0.00005320525,0.00002272085,0.00009722438,0.00008365655,0.001576549],"category_scores_gemma":[0.0001998907,0.0001175325,0.00005008599,0.001178423,0.0001398816,0.00008888982,0.00005761841,0.0005279571,0.000002544498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384265,"about_ca_system_score_gemma":0.00134959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003712444,"about_ca_topic_score_gemma":0.007705401,"domain_scores_codex":[0.9975419,0.0001528455,0.0003866189,0.0005147213,0.000603251,0.0008006407],"domain_scores_gemma":[0.9988858,0.0001972511,0.00007603758,0.0002843319,0.0001114585,0.0004451075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009754415,0.0002442807,0.9417114,0.002147533,0.0002095928,0.0000546825,0.03696669,0.00003175363,0.00002402871,0.0001016751,0.0002542457,0.01727873],"study_design_scores_gemma":[0.001163935,0.0008607131,0.9877749,0.0004129922,0.000008865389,7.006693e-7,0.009016654,0.0002210386,0.00008484691,0.00006777979,0.0002715423,0.0001159961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958172,0.001016394,0.00005738531,0.0006900826,0.00006919808,0.0005687925,0.00003950305,0.00007533425,0.001666141],"genre_scores_gemma":[0.9982075,0.00004679404,0.00004846871,0.0001899584,0.0001514847,0.0001831026,0.000028519,0.0000391492,0.001104987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606359,"threshold_uncertainty_score":0.9993361,"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."}}