{"id":"W2130036154","doi":"10.1093/jnci/djh104","title":"Projected Clinical Benefits and Cost-effectiveness of a Human Papillomavirus 16/18 Vaccine","year":2004,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":537,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Vaccination; Cervical cancer; Life expectancy; Cost effectiveness; Vaccine efficacy; Human papillomavirus; Cancer; Population; Incidence (geometry); Oncology; Gynecology; Internal medicine; Immunology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257742,0.0001106552,0.0004210891,0.0001505508,0.0001150496,0.00001443497,0.0001907978,0.00009283569,0.0002186124],"category_scores_gemma":[0.0006734534,0.00006869428,0.000196524,0.0003726531,0.0001709415,0.000168725,0.00008108879,0.0005154471,0.000001198484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00063062,"about_ca_system_score_gemma":0.001433662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003099396,"about_ca_topic_score_gemma":0.0004125908,"domain_scores_codex":[0.9980224,0.0001021685,0.0005944343,0.0001426938,0.0009877594,0.0001505672],"domain_scores_gemma":[0.9974529,0.0001461661,0.0003198281,0.0001015044,0.001829764,0.0001498187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02650837,0.003238449,0.5722431,0.002382314,0.0026932,0.0001076427,0.0004610472,0.005887602,0.02793046,0.03207577,0.007830012,0.3186421],"study_design_scores_gemma":[0.01055511,0.0006960587,0.971377,0.0005285537,0.0001387008,0.000176542,0.000009101303,0.000009124795,0.007313093,0.002311263,0.006799413,0.0000860947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909674,0.002102634,0.00004058035,0.001708727,0.0007554567,0.0006410303,0.0000512554,0.000006903314,0.003726038],"genre_scores_gemma":[0.9976293,0.0007587241,0.00008438278,0.0004871709,0.0009396003,0.00002141711,0.000004407592,0.00001087395,0.00006407147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991339,"threshold_uncertainty_score":0.2801271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477135352307638,"score_gpt":0.4980453980819154,"score_spread":0.2503318628511516,"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."}}