{"id":"W1499721845","doi":"10.1002/9781444312744.ch26","title":"Screening for Cervical Cancer Using HPV Tests","year":2006,"lang":"en","type":"other","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hybrid capture; Polymerase chain reaction; Cervical cancer; Sensitivity (control systems); Cervical cancer screening; Oncology; Medicine; Computational biology; Gynecology; Internal medicine; Virology; Medical physics; Biology; Cancer; Genetics; Gene; Engineering; Cervical intraepithelial neoplasia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006411016,0.0006872919,0.0004338273,0.002649116,0.0003102228,0.001470508,0.0008512857,0.000928032,0.7145112],"category_scores_gemma":[0.001038204,0.0002278225,0.0003945327,0.001768294,0.0003605438,0.001304079,0.001413203,0.0008103028,0.5954269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092153,"about_ca_system_score_gemma":0.0004393663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123681,"about_ca_topic_score_gemma":0.00258712,"domain_scores_codex":[0.9995695,0.0000589435,0.00002639902,0.00008467852,0.0002228675,0.00003764987],"domain_scores_gemma":[0.9994029,0.0001972504,0.00005894812,0.00006221847,0.0001560788,0.0001226497],"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":[0.00003399459,0.00003088549,0.000282959,0.0003212271,0.00000413934,0.0000466289,0.0000201458,0.00006555104,0.0007893452,0.001554136,0.3348747,0.6619762],"study_design_scores_gemma":[0.000007342644,0.0000306335,0.001822612,0.0004958483,0.000003624332,0.0002960476,0.00002932554,0.00008130004,0.0003781995,0.0009713541,0.9958774,0.000006352675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008470396,0.01092649,0.00181571,0.001695559,0.001113258,0.0001300351,0.002403259,0.0008182019,0.9802505],"genre_scores_gemma":[0.002463937,0.009858017,0.002241345,0.000593514,0.0004367676,0.00006319445,0.002147882,0.0002153727,0.9819801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7145112,"threshold_uncertainty_score":0.4072152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110670063795662,"score_gpt":0.4318688119103888,"score_spread":0.3211987481147269,"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."}}