{"id":"W2231587236","doi":"10.1007/978-0-387-93835-6_23","title":"Infectious Diseases and Cancer: HPV","year":2009,"lang":"en","type":"book-chapter","venue":"Statistics in the health sciences","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cancer; Biology; Infectious agent; Virology; Medicine; Disease; Genetics; 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":[0.0007149786,0.001263754,0.0009571183,0.00245222,0.0009849173,0.003338012,0.0008092013,0.001578772,0.0325329],"category_scores_gemma":[0.00258826,0.0003274591,0.0004198778,0.003408303,0.001838542,0.003784915,0.001426856,0.003487444,0.01630239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182945,"about_ca_system_score_gemma":0.003258523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007570285,"about_ca_topic_score_gemma":0.01600716,"domain_scores_codex":[0.9994059,0.0001875427,0.00003173705,0.00006387423,0.0002763796,0.00003459003],"domain_scores_gemma":[0.999121,0.000525296,0.00004048645,0.00004745816,0.0002130234,0.00005271568],"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":[0.000006333388,0.00002356651,0.00009468339,0.0003012434,0.00000442186,0.00003360561,0.0002922465,0.0002810977,0.00008490667,0.1513629,0.7157358,0.1317793],"study_design_scores_gemma":[0.000001317045,0.000005064428,0.0001193477,0.0002610796,0.000001802409,0.00004691737,0.00006080674,0.00005643222,0.00001686227,0.02955869,0.9698681,0.000003631346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002528189,0.1835524,0.005807217,0.01638249,0.01667539,0.00008789748,0.0005402218,0.0003110384,0.7763906],"genre_scores_gemma":[0.005468071,0.1599844,0.007127452,0.01720937,0.01202168,0.0001881598,0.0008413118,0.0003441364,0.7968154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0325329,"threshold_uncertainty_score":0.1088334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234646223057682,"score_gpt":0.4287130480128796,"score_spread":0.3663665857823027,"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."}}