{"id":"W4388627591","doi":"10.1186/s12978-023-01696-8","title":"Understanding integrated HPV testing and treatment of pre-cancerous cervical cancer in Burkina Faso, Cote d’Ivoire, Guatemala and Philippines: study protocol","year":2023,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Unitaid","keywords":"Medicine; Context (archaeology); Cervical cancer; Health facility; Descriptive statistics; Family medicine; Public health; Developing country; Environmental health; Thematic analysis; Observational study; Population; Nursing; Qualitative research; Geography; Cancer; Economic growth; Internal medicine; Health services","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":[0.01997522,0.001834854,0.001956363,0.002181296,0.004279157,0.002390485,0.003440709,0.002481241,0.02968882],"category_scores_gemma":[0.01423292,0.001846851,0.002782887,0.002386836,0.00174193,0.002159266,0.00318577,0.003166409,0.003726176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230957,"about_ca_system_score_gemma":0.0432234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02092622,"about_ca_topic_score_gemma":0.04177874,"domain_scores_codex":[0.9894437,0.006534981,0.001373066,0.0008059995,0.0005367036,0.001305633],"domain_scores_gemma":[0.9920438,0.001869046,0.001551359,0.0005814122,0.002570478,0.001383907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0628848,0.07060227,0.1397322,0.09090402,0.001856275,0.004050884,0.06740022,0.01313683,0.007606725,0.02273214,0.08510549,0.4339882],"study_design_scores_gemma":[0.07497942,0.06866241,0.3339684,0.04281266,0.002028341,0.001102475,0.08994005,0.006736965,0.007055209,0.01338858,0.3586099,0.0007157068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01343473,0.0001959823,0.001085029,0.0002634527,0.00003319078,0.9795943,0.003459141,0.00001529763,0.001918928],"genre_scores_gemma":[0.006020347,0.0002326002,0.002231059,0.0001220876,0.00000858416,0.9906054,0.0004973422,0.000001785417,0.0002807763],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02968882,"threshold_uncertainty_score":0.1056404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606194633626661,"score_gpt":0.46289893929347,"score_spread":0.2022794759308039,"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."}}