{"id":"W2334148682","doi":"10.1097/01.cot.0000292499.22535.f2","title":"Researchers Aiming to Improve Cervical Cancer Screening in Developing Countries","year":2004,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Developing country; Medicine; Developed country; Disease; Family medicine; Cancer; Economic growth; Environmental health; Population; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02060365,0.001337512,0.001120848,0.003017267,0.005132721,0.008295991,0.002673676,0.008780653,0.02486295],"category_scores_gemma":[0.06183172,0.0007260491,0.002156971,0.002759961,0.003853822,0.008170538,0.006724034,0.01426664,0.01041374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00512751,"about_ca_system_score_gemma":0.02182784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009970966,"about_ca_topic_score_gemma":0.01034159,"domain_scores_codex":[0.9886001,0.005762055,0.0006768836,0.0008703185,0.002524475,0.001566136],"domain_scores_gemma":[0.9713259,0.006302955,0.001829003,0.00118458,0.01222896,0.007128553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007400904,0.0002132812,0.005067335,0.001553292,0.00007701647,0.0003198519,0.006081525,0.0001327358,0.0005098142,0.008553001,0.8254354,0.1519827],"study_design_scores_gemma":[0.0001695713,0.0002974353,0.003783435,0.003484596,0.0001797226,0.0004437237,0.01358145,0.000152779,0.0007970443,0.01010708,0.9669426,0.00006063772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001845668,0.0220427,0.0009966239,0.9317929,0.02198525,0.0001693562,0.000163144,0.0002115644,0.02079285],"genre_scores_gemma":[0.03594487,0.07721166,0.009453916,0.8319979,0.01617399,0.000492829,0.0003880545,0.0002438535,0.02809284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02486295,"threshold_uncertainty_score":0.1089638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08509626598350212,"score_gpt":0.4384981303836113,"score_spread":0.3534018644001092,"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."}}