{"id":"W4239571932","doi":"10.1002/ijc.30900","title":"Vulvar cancer in high‐income countries: Increasing burden of disease","year":2017,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council NSW; National Health and Medical Research Council; Auckland District Health Board","keywords":"Medicine; Demography; Incidence (geometry); Population; Cancer; Cancer registry; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000382334,0.00008767185,0.0002996247,0.0002490169,0.00004282903,0.00006067372,0.0004822783,0.0000416496,0.005375923],"category_scores_gemma":[0.0003933338,0.00007007318,0.0001103241,0.0000525625,0.0001472016,0.0002522587,0.00009539033,0.0002657387,0.000003757759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255623,"about_ca_system_score_gemma":0.0009749315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011611,"about_ca_topic_score_gemma":0.0008152581,"domain_scores_codex":[0.9982225,0.00002943775,0.0004414864,0.0001057003,0.001046522,0.0001544129],"domain_scores_gemma":[0.9976903,0.00008788623,0.0004285725,0.0001818327,0.001411749,0.0001996699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009298699,0.00007528226,0.9489987,0.0001593069,0.0004178379,0.0003581676,0.0002185361,0.0005459619,0.0006676514,0.0005579914,0.0002828161,0.03841905],"study_design_scores_gemma":[0.003576227,0.00008216845,0.9865336,0.0008437744,0.00007610885,0.00001654578,0.00002563961,0.0002022741,0.0007213482,0.0005794254,0.007273115,0.00006979752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758485,0.004749126,0.00002982251,0.01634857,0.00110274,0.0001022696,0.0001133229,0.000003123763,0.001702542],"genre_scores_gemma":[0.9930196,0.004635783,0.00004801812,0.000231792,0.001806664,0.000008555932,0.000001467872,0.00001275503,0.0002353622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03834926,"threshold_uncertainty_score":0.9964756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201771037526364,"score_gpt":0.4104469931049455,"score_spread":0.3884292827296819,"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."}}