{"id":"W2972122060","doi":"10.1016/s2468-2667(19)30157-4","title":"Reasons for optimism about eliminating cervical cancer in China","year":2019,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cervical cancer; Medicine; China; Public health; Incidence (geometry); Cervical screening; Vaccination; Family medicine; Cancer; Environmental health; Demography; Political science; Internal medicine; Immunology; Nursing; Sociology","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":[0.005652858,0.00040589,0.0004835572,0.0007637751,0.001569698,0.003591225,0.001230294,0.001901504,0.009416005],"category_scores_gemma":[0.01262578,0.0002897976,0.001012647,0.001472099,0.002230007,0.002990961,0.002150327,0.002680562,0.0005624619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00840943,"about_ca_system_score_gemma":0.01618578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07707162,"about_ca_topic_score_gemma":0.05855818,"domain_scores_codex":[0.997645,0.001004266,0.0001078937,0.000195451,0.0005009453,0.0005464904],"domain_scores_gemma":[0.9958275,0.001313052,0.000446754,0.0002431395,0.0009305251,0.00123902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002056215,0.0002767363,0.2012373,0.002659004,0.001175549,0.003754148,0.01576965,0.06024233,0.002450636,0.191467,0.3070957,0.2118158],"study_design_scores_gemma":[0.0007428674,0.00107443,0.171417,0.003532324,0.0006027967,0.001408606,0.02233996,0.05135422,0.002590084,0.249826,0.4944387,0.0006730194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.2242689,0.01908705,0.003916802,0.6897449,0.00184532,0.0001523758,0.00164479,0.0002069064,0.05913287],"genre_scores_gemma":[0.9413235,0.00781113,0.001367325,0.04195222,0.0004461995,0.00008472632,0.0006419845,0.00006816612,0.006304745],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07707162,"threshold_uncertainty_score":0.153246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327650823142556,"score_gpt":0.4258921319731228,"score_spread":0.2931270496588672,"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."}}