{"id":"W2010825910","doi":"10.1016/j.vaccine.2008.05.002","title":"New Technologies in Cervical Cancer Screening","year":2008,"lang":"en","type":"review","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cervical cancer; Developing country; Medicine; Cervical cancer screening; Disadvantaged; Cancer screening; Predictive value; Low and middle income countries; Intensive care medicine; Cancer; Economic growth; Internal medicine; Economics","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":[0.001774779,0.001333526,0.00294214,0.004106174,0.0003873976,0.001422835,0.001006603,0.001774732,0.005751973],"category_scores_gemma":[0.002731827,0.0004958804,0.001124236,0.00384641,0.0008480153,0.002449347,0.0009142787,0.002307688,0.001928159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123459,"about_ca_system_score_gemma":0.002335128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565733,"about_ca_topic_score_gemma":0.004646784,"domain_scores_codex":[0.9994406,0.000143259,0.00009507449,0.0000773164,0.0002021148,0.00004163519],"domain_scores_gemma":[0.9986186,0.0009516737,0.0001594114,0.00002765584,0.0001986247,0.00004406697],"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":[0.00009300115,0.00004998453,0.0001758335,0.03827267,0.0001739991,0.0002566603,0.00005051233,0.000304281,0.0007461526,0.002585991,0.02704418,0.9302468],"study_design_scores_gemma":[0.0000713016,0.0001605688,0.0009643369,0.01968135,0.0006264299,0.001612582,0.000108358,0.0001120777,0.0004054826,0.001962574,0.9742691,0.00002583693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001977326,0.9993087,0.00005004914,0.0001446602,0.000151681,0.000003291144,0.000006286571,0.000002398266,0.0003131265],"genre_scores_gemma":[0.0002149032,0.9991803,0.000104678,0.0001771463,0.0001284385,0.000004518764,0.000009806052,5.406868e-7,0.000179671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005751973,"threshold_uncertainty_score":0.01924223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042226936127927,"score_gpt":0.4207697095379849,"score_spread":0.3165470159251921,"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."}}