{"id":"W4399058029","doi":"10.4103/jclgtp.jclgtp_7_24","title":"Cervical Cancer Prevention Efforts in India: A Reality Check","year":2024,"lang":"en","type":"article","venue":"Journal of Colposcopy and Lower Genital Tract Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Life expectancy; Cancer; Breast cancer; Incidence (geometry); Mortality rate; Demography; Cause of death; Developing country; Public health; Lung cancer; Developed country; Environmental health; Population; Oncology; Disease; Internal medicine; Economic growth; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158288,0.0005120023,0.0005490792,0.00208016,0.00275256,0.004204531,0.002746598,0.002482884,0.01214195],"category_scores_gemma":[0.005835879,0.0003541032,0.0006999302,0.002842085,0.001844685,0.004373047,0.003798041,0.004605699,0.002108019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004857026,"about_ca_system_score_gemma":0.02948727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04743332,"about_ca_topic_score_gemma":0.07376019,"domain_scores_codex":[0.9974263,0.000511662,0.0001825443,0.0002446669,0.0007629113,0.0008719694],"domain_scores_gemma":[0.9938449,0.0008342178,0.0003956969,0.0002598303,0.001650031,0.003015381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002133919,0.0005088588,0.04004964,0.005784886,0.00008137611,0.002088467,0.006452168,0.0003096017,0.001098109,0.02628832,0.5146468,0.4024782],"study_design_scores_gemma":[0.00006417628,0.0004266409,0.1129608,0.01034597,0.0001770324,0.002575137,0.03264333,0.0003649939,0.0008384814,0.009046751,0.8303826,0.0001740985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02722777,0.1055944,0.0004277415,0.8212937,0.005935261,0.0001029161,0.00238634,0.0003346408,0.03669713],"genre_scores_gemma":[0.4519029,0.282234,0.004777469,0.2266945,0.008736653,0.0002957585,0.004633004,0.0002392026,0.02048658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04743332,"threshold_uncertainty_score":0.09431446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046749773460435,"score_gpt":0.3908924600948673,"score_spread":0.360424962360263,"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."}}