{"id":"W4327731641","doi":"10.3390/cancers15061812","title":"Cost-Effectiveness Analysis of HPV Extended versus Partial Genotyping for Cervical Cancer Screening in Singapore","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National University of Singapore","keywords":"Genotyping; Medicine; Cervical cancer; Cervical cancer screening; Cost-effectiveness analysis; Oncology; Obstetrics; Gynecology; Cancer; Internal medicine; Cost effectiveness; Genotype; Biology; Genetics; Risk analysis (engineering)","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":[0.006724508,0.001279346,0.002243764,0.001219109,0.0002254733,0.001445732,0.001288125,0.001082694,0.004840689],"category_scores_gemma":[0.01740477,0.0006387545,0.004004891,0.001102426,0.0004676518,0.001098212,0.001182984,0.001241631,0.0001928697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008205098,"about_ca_system_score_gemma":0.004347199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0296894,"about_ca_topic_score_gemma":0.0148676,"domain_scores_codex":[0.9962034,0.002881022,0.0001782282,0.0002132898,0.0002695676,0.0002544845],"domain_scores_gemma":[0.9929575,0.005100664,0.0006081307,0.0002120043,0.0005325443,0.0005890805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02480529,0.0008289124,0.01847713,0.001475667,0.002991338,0.0002828434,0.00004366352,0.9203528,0.0004190804,0.002166527,0.001574839,0.02658184],"study_design_scores_gemma":[0.006035333,0.01235953,0.02951553,0.0005082519,0.004041762,0.0002478045,0.0001660799,0.9423396,0.0005976325,0.002553024,0.001528527,0.0001068427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968796,0.01024738,0.00580588,0.002260882,0.000143959,0.001087829,0.003544639,0.0001083424,0.008004996],"genre_scores_gemma":[0.9964554,0.00095086,0.001204764,0.0001487662,0.00001397506,0.0001819935,0.0006541731,0.000008656192,0.0003814448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296894,"threshold_uncertainty_score":0.05953246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869700490717758,"score_gpt":0.4577453107444725,"score_spread":0.2707752616726967,"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."}}