{"id":"W1996007109","doi":"10.1002/ijc.24010","title":"Guidelines for human papillomavirus DNA test requirements for primary cervical cancer screening in women 30 years and older","year":2008,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":695,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health","keywords":"Cervical cancer; Medicine; Cervical intraepithelial neoplasia; Hybrid capture; Oncology; Gynecology; Cervical screening; Cytology; Human papillomavirus; Cancer; Internal medicine; Pathology","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":[0.02116903,0.001392302,0.001739033,0.005530041,0.001425851,0.001289946,0.005694805,0.007196551,0.005281635],"category_scores_gemma":[0.04819191,0.0009804696,0.003350768,0.00305341,0.001010612,0.001253067,0.001495754,0.005604527,0.005162343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261586,"about_ca_system_score_gemma":0.008160555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533605,"about_ca_topic_score_gemma":0.01902418,"domain_scores_codex":[0.9778785,0.008895972,0.006430549,0.0005142768,0.005320847,0.0009598854],"domain_scores_gemma":[0.9241528,0.02507198,0.005861406,0.001850061,0.04065029,0.002413505],"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":[0.0006862799,0.001642343,0.03343529,0.004144114,0.0001844631,0.00389556,0.002492601,0.004996952,0.00842629,0.009838726,0.5820155,0.348242],"study_design_scores_gemma":[0.0004862991,0.001237239,0.1094494,0.01152053,0.0004012522,0.006467745,0.001918114,0.006389639,0.004954568,0.01145496,0.845399,0.0003211892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06187925,0.07373535,0.2859739,0.2147868,0.01686221,0.06260251,0.02678446,0.006274079,0.2511015],"genre_scores_gemma":[0.07717466,0.0310889,0.7263066,0.05114575,0.00309573,0.04651532,0.02863231,0.0007887617,0.03525207],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02116903,"threshold_uncertainty_score":0.1119539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444587896325625,"score_gpt":0.4721606643215597,"score_spread":0.3277018746889971,"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."}}