{"id":"W65050931","doi":"","title":"Human papillomavirus and cervical cancer: burden of illness and basis for prevention.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Genital warts; Papanicolaou stain; HPV infection; Cancer; Cervical intraepithelial neoplasia; Sex organ; Cervix; Subclinical infection; HPV vaccines; Gynecology; Intraepithelial neoplasia; Obstetrics; Oncology; Internal medicine; Prostate cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.000169426,0.00007039155,0.0002192393,0.00005824713,0.0000737873,0.0000134024,0.00003829633,0.00005622889,0.0002998252],"category_scores_gemma":[0.0000366961,0.00005852222,0.00004623351,0.00008912585,0.0001039403,0.00003469601,0.00004209225,0.00006639303,2.750492e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003901826,"about_ca_system_score_gemma":0.00002140565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109762,"about_ca_topic_score_gemma":0.0005057066,"domain_scores_codex":[0.9992344,0.00001605022,0.0001675331,0.0001791784,0.0001730553,0.0002297537],"domain_scores_gemma":[0.9995922,0.0000486545,0.00003250293,0.0001031752,0.0000991913,0.0001242872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003247937,0.0001003836,0.02904704,0.0009109609,0.00005961775,0.00000285664,0.0001077952,0.000001580305,0.0003771241,0.001725787,0.001602139,0.9657399],"study_design_scores_gemma":[0.00200218,0.00007907851,0.9832302,0.00001364755,0.00008427865,0.000003980533,0.00006243263,0.00003074007,0.002071879,0.001885343,0.01045833,0.00007792289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834096,0.00430019,0.00003467725,0.001546811,0.00004480312,0.001370118,0.00004844153,0.00002241544,0.009222929],"genre_scores_gemma":[0.9951844,0.0001460348,0.00005501013,0.00005429626,0.0003154956,0.00149486,0.000009811729,0.00001207271,0.002728085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.965662,"threshold_uncertainty_score":0.3282876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888268526035522,"score_gpt":0.32798329536336,"score_spread":0.2891006101030048,"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."}}