{"id":"W1994329417","doi":"10.1258/jrsm.2012.120207","title":"Do cervical cancer data justify human papillomavirus vaccination in India? Epidemiological data sources and comprehensiveness","year":2012,"lang":"en","type":"letter","venue":"Journal of the Royal Society of Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Epidemiology; Cervical cancer; Human papillomavirus; Vaccination; Medicine; Papillomaviridae; Cancer; Virology; Gynecology; Pathology; Internal medicine","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":[0.1397151,0.0007141227,0.00194257,0.01906881,0.001597179,0.01101267,0.005071661,0.002704339,0.003115666],"category_scores_gemma":[0.4349428,0.001575286,0.001632924,0.03290868,0.005015605,0.01496691,0.00991866,0.005379531,0.00064872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155171,"about_ca_system_score_gemma":0.02210021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06306008,"about_ca_topic_score_gemma":0.04687709,"domain_scores_codex":[0.8835528,0.04873912,0.02489137,0.00657004,0.03253355,0.003713139],"domain_scores_gemma":[0.4508553,0.3524979,0.0524665,0.07501087,0.06494822,0.004221217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008839123,0.0001534809,0.3729598,0.0203461,0.004370137,0.00107148,0.01423962,0.004640223,0.0004516901,0.1756958,0.1066794,0.2985083],"study_design_scores_gemma":[0.000204446,0.0002693534,0.3225129,0.05915312,0.00326017,0.002353789,0.01363251,0.005323313,0.002035591,0.1292702,0.4613768,0.0006079851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1035959,0.183081,0.04754863,0.4887267,0.00577417,0.002015885,0.0895526,0.001023963,0.07868109],"genre_scores_gemma":[0.8206305,0.04080726,0.03537446,0.0615664,0.003262505,0.00106584,0.035703,0.0005228189,0.001067319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1397151,"threshold_uncertainty_score":0.7388929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898457109969599,"score_gpt":0.4305070832886873,"score_spread":0.2406613722917273,"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."}}