{"id":"W2055942802","doi":"10.1136/bmj.39280.457350.be","title":"Commentary: Health inequity could increase in poor countries if universal HPV vaccination is not adopted","year":2007,"lang":"en","type":"article","venue":"BMJ","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Colposcopy; Vaccination; Cervical cancer; Papanicolaou stain; Medicine; Triage; Cytology; Family medicine; Health care; Commit; Gynecology; Obstetrics; Cancer; Virology; Political science; Medical emergency; Internal medicine; Pathology","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":[0.004500321,0.00148178,0.002041765,0.0010021,0.003205113,0.002069789,0.004775068,0.06333273,0.01533622],"category_scores_gemma":[0.04341341,0.0008459412,0.001650287,0.001382269,0.00352399,0.003990056,0.001704718,0.03218424,0.007571618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005109326,"about_ca_system_score_gemma":0.008200885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691831,"about_ca_topic_score_gemma":0.01349734,"domain_scores_codex":[0.996243,0.001483194,0.0003645695,0.0004578746,0.001105006,0.0003464412],"domain_scores_gemma":[0.9673203,0.02110431,0.001526699,0.0004580223,0.007726674,0.00186402],"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":[0.00005551758,0.000008500485,0.00007122,0.0003003823,0.0000185415,0.0002503298,0.00007019893,0.00004578552,0.00005352277,0.0008549449,0.9952289,0.003042283],"study_design_scores_gemma":[0.0004626267,0.0001692095,0.001969825,0.004581134,0.0002004457,0.001574856,0.0009178442,0.0005149837,0.0003367132,0.01302994,0.9760954,0.0001469822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002352555,0.002762023,0.00007553668,0.9433266,0.05190059,0.00002442469,0.0002316701,0.00003551509,0.001408324],"genre_scores_gemma":[0.00368352,0.002593753,0.0001984684,0.9321388,0.05749089,0.00009170354,0.00008739387,0.00002187086,0.003693607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06333273,"threshold_uncertainty_score":0.05130476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187509340968588,"score_gpt":0.3985396803270693,"score_spread":0.3566645869173834,"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."}}