{"id":"W3172661353","doi":"10.1016/j.pmedr.2021.101448","title":"A health economic model to estimate the costs and benefits of an mRNA vs DNA high-risk HPV assay in a hypothetical HPV primary screening algorithm in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Memorial University of Newfoundland; Université de Montréal","funders":"Hologic","keywords":"Medicine; Human papillomavirus; Cohort; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001411647,0.001129512,0.0009601698,0.00117341,0.001454969,0.00235542,0.002257434,0.001969859,0.007487374],"category_scores_gemma":[0.00416409,0.0009351193,0.001118725,0.001969219,0.00117198,0.000911947,0.0008109308,0.001360993,0.0003564668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03581956,"about_ca_system_score_gemma":0.02913363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9319041,"about_ca_topic_score_gemma":0.8471301,"domain_scores_codex":[0.9993717,0.000206269,0.00001965628,0.00008377212,0.00008515929,0.000233414],"domain_scores_gemma":[0.9979819,0.001093199,0.0001419618,0.00003141043,0.0005242052,0.0002272976],"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":[0.0001391829,0.00002770075,0.002857015,0.00003763736,0.00003325669,0.0001049932,0.00003501269,0.9914915,0.00007350052,0.003013046,0.0008241278,0.001362973],"study_design_scores_gemma":[0.0001534689,0.00005616519,0.002188144,0.00002329174,0.00006369524,0.00002734964,0.0001156867,0.9947136,0.00005100899,0.001358722,0.001229542,0.00001931266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500789,0.001476897,0.05336818,0.004841705,0.0001391374,0.001197841,0.0171288,0.0002712229,0.07149719],"genre_scores_gemma":[0.9732241,0.0005785895,0.008118061,0.0001734488,0.00002059895,0.000388542,0.002304761,0.00002291447,0.01516889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06809592,"threshold_uncertainty_score":0.2598903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649942799783171,"score_gpt":0.3272956359109542,"score_spread":0.3007962079131224,"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."}}