{"id":"W4388095624","doi":"10.3332/ecancer.2023.1616","title":"Antenatal and postnatal cervical precancer screening to increase coverage: experience from Battor, Ghana","year":2023,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Colposcopy; Obstetrics; Pregnancy; Confidence interval; Cervical screening; Cervical cancer; Cervical cancer screening; Gynecology; Cancer; 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":[0.001529533,0.0003511146,0.0001946841,0.0001968951,0.0008623666,0.000356847,0.0003834766,0.0004456092,0.003347625],"category_scores_gemma":[0.00324986,0.0002249485,0.0001419321,0.0004945207,0.0005191975,0.0004779707,0.0008315627,0.0006491204,0.0003274578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027142,"about_ca_system_score_gemma":0.002699658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0280138,"about_ca_topic_score_gemma":0.0424866,"domain_scores_codex":[0.9992459,0.0004268186,0.00003069116,0.00004313453,0.00005222649,0.0002013153],"domain_scores_gemma":[0.9980567,0.0005787391,0.000234146,0.00006560907,0.0002037844,0.0008609428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136105,0.004719427,0.6067174,0.001621851,0.00005022337,0.01635605,0.08694851,0.0004200623,0.006197109,0.0006942763,0.007596906,0.2675422],"study_design_scores_gemma":[0.0007916326,0.006507692,0.8861475,0.0009642464,0.0001027629,0.007749079,0.06005177,0.0005610888,0.002283268,0.0002825053,0.03452059,0.00003781537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921622,0.00126721,0.0001889381,0.00170794,0.00002193658,0.0003802508,0.00009284152,0.00001651973,0.004162312],"genre_scores_gemma":[0.9939599,0.002056153,0.001239609,0.0007551576,0.00002514174,0.0001765148,0.0001365487,0.00001305162,0.001637952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0280138,"threshold_uncertainty_score":0.05570149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214007985192602,"score_gpt":0.3559584947939355,"score_spread":0.3238184149420095,"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."}}