{"id":"W3037393455","doi":"10.1002/ijc.33178","title":"Defining benchmarks for tolerable risk thresholds in cancer screening: Impact of <scp>HPV</scp> vaccination on the future of cervical cancer screening","year":2020,"lang":"en","type":"review","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Incidence (geometry); Cancer; Cancer screening; Vaccination; Life expectancy; Cancer prevention; Gynecology; Disease; Internal medicine; Environmental health; Immunology; Population","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":[0.05445218,0.0009458903,0.001030078,0.003983399,0.0007746096,0.004385311,0.002722091,0.001690721,0.0005529762],"category_scores_gemma":[0.1360666,0.0003405047,0.001256005,0.003681201,0.001228885,0.003124038,0.003520192,0.00216388,0.0001550097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005015693,"about_ca_system_score_gemma":0.008994278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373658,"about_ca_topic_score_gemma":0.01657425,"domain_scores_codex":[0.9506015,0.03487053,0.003243215,0.001724635,0.007573118,0.00198691],"domain_scores_gemma":[0.9446106,0.03161916,0.008486691,0.003066774,0.01082499,0.001391769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001045019,0.001142019,0.5695682,0.001390968,0.0005404166,0.0003466497,0.005207788,0.1248158,0.002366076,0.1051154,0.01726844,0.1711934],"study_design_scores_gemma":[0.0003485118,0.003570468,0.5445527,0.003460237,0.0005629351,0.0007837688,0.009769311,0.2487664,0.007556839,0.1348666,0.04529382,0.0004685054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5883155,0.011761,0.3039396,0.02789593,0.0009834946,0.00227444,0.005710845,0.0008034983,0.05831565],"genre_scores_gemma":[0.9104323,0.0006047912,0.08463693,0.001603353,0.00009116755,0.0009670136,0.001239489,0.00005501193,0.0003699887],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05445218,"threshold_uncertainty_score":0.2879741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254787995774488,"score_gpt":0.4460472014225524,"score_spread":0.3834993214648076,"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."}}