{"id":"W4390699061","doi":"10.1002/ijc.34839","title":"Scientific approaches toward improving cervical cancer elimination strategies","year":2024,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"GlaxoSmithKline Biologicals; Bill and Melinda Gates Foundation; European Commission; World Health Organization; Horizon 2020 Framework Programme; Merck","keywords":"Vaccination; Cervical cancer; Medicine; Outreach; HPV vaccines; Population; Concomitant; Immunology; Herd immunity; Environmental health; HPV infection; Cancer; Internal medicine; Political science","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":[0.03406408,0.001739894,0.001038642,0.003491445,0.001665258,0.007206533,0.002854607,0.006180365,0.01092022],"category_scores_gemma":[0.02446576,0.0005706691,0.001761363,0.001579256,0.003115512,0.00569783,0.005677941,0.009853526,0.002928308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007373633,"about_ca_system_score_gemma":0.02733277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574167,"about_ca_topic_score_gemma":0.002817193,"domain_scores_codex":[0.9890219,0.005989711,0.0005784509,0.0007824839,0.002568363,0.001059153],"domain_scores_gemma":[0.9799242,0.01015782,0.001148121,0.0008561709,0.006001689,0.001912098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000306483,0.0009325774,0.001299526,0.01497722,0.0003584107,0.0004623301,0.002754591,0.01165461,0.006373262,0.247206,0.1875566,0.5261185],"study_design_scores_gemma":[0.0001214584,0.0005106616,0.001067903,0.007278722,0.0001447504,0.0001001147,0.002433379,0.002270015,0.002546901,0.1499912,0.8334638,0.00007111785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007361767,0.2646362,0.06062577,0.5692929,0.02199695,0.001176403,0.0006158086,0.0005523664,0.07374196],"genre_scores_gemma":[0.1832056,0.4438109,0.1570275,0.1583055,0.01150575,0.003096013,0.001431049,0.000374675,0.04124315],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03406408,"threshold_uncertainty_score":0.1801503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037889569589538,"score_gpt":0.4210816874388081,"score_spread":0.3172927304798543,"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."}}