{"id":"W4380679973","doi":"10.4314/ajhs.v36i2.9","title":"Health service factors influencing uptake of cervical visual inspection with acetic acid in selected health facilities in Embu County, Kenya","year":2023,"lang":"en","type":"article","venue":"African Journal of Health Sciences","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Quarter (Canadian coin); Family medicine; Health care; Health facility; Reproductive health; Nursing; Environmental health; Health services; Cancer; Population","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":[0.005086004,0.0001794604,0.001006067,0.001393316,0.0002818408,0.00003487045,0.0002801002,0.00005622804,0.00009168209],"category_scores_gemma":[0.0002419027,0.0001266807,0.0000549215,0.007380368,0.0003264323,0.0002826617,0.00005592251,0.0007353515,0.000002847402],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147827,"about_ca_system_score_gemma":0.01156056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01633919,"about_ca_topic_score_gemma":0.02283937,"domain_scores_codex":[0.9952416,0.0004026644,0.001497598,0.0003079695,0.001603872,0.0009462854],"domain_scores_gemma":[0.997858,0.0002083422,0.0007186075,0.0001295414,0.0005448313,0.000540623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026993,0.0004441537,0.910058,0.003354249,0.00003279893,0.00003507167,0.04766544,0.0008913303,0.0001513647,0.0001133331,0.0004262919,0.03580098],"study_design_scores_gemma":[0.001392338,0.006356896,0.9434559,0.0004867034,0.000002622447,0.0000659713,0.04674366,0.0009741281,0.00005902625,0.00007790209,0.0002928085,0.00009200261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715307,0.001554288,0.00002763071,0.02614279,0.0001046704,0.0003940145,0.00001731008,0.00003226984,0.0001963609],"genre_scores_gemma":[0.9978305,0.0008207682,0.0001541045,0.001102037,0.00005681256,0.000005062161,0.00000467558,0.00001209179,0.00001402363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03570898,"threshold_uncertainty_score":0.9949912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954069658929524,"score_gpt":0.3834401599861694,"score_spread":0.3238994633968741,"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."}}