{"id":"W4381735150","doi":"10.1158/1940-6207.c.6709342.v1","title":"Data from Cost-effectiveness of p16/Ki-67 Dual-Stained Cytology Reflex Following Co-testing with hrHPV Genotyping for Cervical Cancer Screening","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine; Cervical cancer; Oncology; Cytology; Gynecology; Cost effectiveness; Internal medicine; Confidence interval; Genotyping; Population; Cancer; Genotype; 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":[0.007385714,0.0009545821,0.001666002,0.0008160978,0.0002515693,0.001155869,0.00174378,0.001457287,0.006448628],"category_scores_gemma":[0.02453807,0.0006922121,0.003913957,0.00119252,0.0005631829,0.001366055,0.0009608791,0.002090738,0.0004234611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004717051,"about_ca_system_score_gemma":0.002939826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095236,"about_ca_topic_score_gemma":0.01269761,"domain_scores_codex":[0.9968586,0.002144884,0.0001416778,0.000290932,0.0002047642,0.0003591914],"domain_scores_gemma":[0.978968,0.0169936,0.001853201,0.0006699511,0.0008534284,0.0006617755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01468419,0.0008917382,0.03018372,0.0005177608,0.001497217,0.000192721,0.0000571775,0.937218,0.0003807642,0.00354662,0.002042596,0.008787444],"study_design_scores_gemma":[0.005596898,0.01033233,0.06269678,0.000385635,0.003536314,0.0003975534,0.0003529806,0.9053397,0.001975648,0.005968535,0.003254787,0.0001627171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.97913,0.001251722,0.003477276,0.0009054723,0.00006120931,0.0005257915,0.01141857,0.00004418839,0.003185822],"genre_scores_gemma":[0.9955932,0.0002602462,0.0007432278,0.000108067,0.000008394834,0.0002005809,0.002489539,0.000006997057,0.0005897535],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03095236,"threshold_uncertainty_score":0.06154442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4313722107323397,"score_gpt":0.5052044174311436,"score_spread":0.07383220669880391,"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."}}