{"id":"W4213135093","doi":"10.3390/curroncol29020095","title":"The Path to Eliminating Cervical Cancer in Canada: Past, Present and Future Directions","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia; BC Centre for Disease Control","funders":"Canadian Institutes of Health Research","keywords":"Cervical cancer; Medicine; Incidence (geometry); Cancer; Cancer incidence; Gynecology; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003425546,0.0002232898,0.0010262,0.0001290044,0.000233921,0.00001572964,0.0002112418,0.0001128372,0.002760444],"category_scores_gemma":[0.00006677763,0.0001421429,0.0001205512,0.0005732792,0.00005144493,0.00001128731,0.0004189712,0.001545186,0.00000362582],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005271813,"about_ca_system_score_gemma":0.007297082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1913225,"about_ca_topic_score_gemma":0.7629329,"domain_scores_codex":[0.997852,0.0003638418,0.0004459364,0.0004204528,0.0004273974,0.000490337],"domain_scores_gemma":[0.9984233,0.0008255437,0.00009496367,0.0002584617,0.00007856179,0.0003191909],"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":[0.00003099887,0.0000707673,0.0002399199,0.004574234,0.00003877488,0.00003785768,0.00009758348,2.179302e-7,4.540512e-9,0.00002907762,0.0155528,0.9793277],"study_design_scores_gemma":[0.0002972187,0.0001636679,0.004381142,0.0004728942,0.0001983029,0.00004117715,0.000276723,0.00002163017,1.31743e-8,0.000004567793,0.9940124,0.0001302358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000100871,0.9840724,4.724321e-7,0.009112218,0.002386965,0.001182287,0.0001064197,0.00001065854,0.003118518],"genre_scores_gemma":[0.00001218841,0.9932044,0.000004543736,0.0001069748,0.004409683,0.002040499,0.00004559128,0.00002700971,0.0001490981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791975,"threshold_uncertainty_score":0.9985468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657251670653482,"score_gpt":0.4832271871637728,"score_spread":0.3175020200984246,"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."}}