{"id":"W2138505261","doi":"10.1002/ijc.11530","title":"Cervical cancer control, priorities and new directions","year":2003,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cervical cancer; Medicine; Incidence (geometry); Cervical screening; Cancer; Human papillomavirus; HPV infection; Cervical cancer screening; Gynecology; Public health; Intensive care medicine; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001392868,0.00007604383,0.0002048553,0.000137173,0.00003201786,0.00004433407,0.00009191484,0.00004521338,0.008043126],"category_scores_gemma":[0.0001433817,0.00005884023,0.00009563458,0.00008101069,0.00006173249,0.0001189549,0.00001405491,0.0002638352,0.000003358771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441359,"about_ca_system_score_gemma":0.0008090026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126426,"about_ca_topic_score_gemma":0.0004534965,"domain_scores_codex":[0.9989006,0.00002712665,0.0002579229,0.00009114406,0.0005909065,0.0001323063],"domain_scores_gemma":[0.9987026,0.00007792522,0.00009224095,0.00005128674,0.000832464,0.0002434643],"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":[0.002491663,0.0001864232,0.3934555,0.00007300651,0.001999233,0.0001867639,0.000448997,0.00009019377,0.002426808,0.007894821,0.02258418,0.5681624],"study_design_scores_gemma":[0.00639439,0.0001966425,0.378541,0.0001169056,0.000182402,0.0003503847,0.00007623115,0.00004847523,0.00168446,0.001983437,0.6103194,0.0001062903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4707278,0.2599602,0.004843359,0.1379576,0.01286341,0.0007232485,0.0001670174,0.00007291228,0.1126845],"genre_scores_gemma":[0.984523,0.009361842,0.0001497289,0.001662963,0.001741458,0.000008212643,4.75103e-7,0.0000116955,0.002540651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5877352,"threshold_uncertainty_score":0.9928637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645160636196475,"score_gpt":0.4013192809807109,"score_spread":0.3648676746187461,"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."}}