{"id":"W2116021620","doi":"10.1136/bmj.g1458","title":"Effectiveness of quadrivalent human papillomavirus vaccine for the prevention of cervical abnormalities: case-control study nested within a population based screening programme in Australia","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Australian Research Council; Medical Research Council; University of Queensland; Children's Health Foundation; Australian Government; Queensland Health; Children's Medical Research","keywords":"Medicine; Odds ratio; Vaccination; Confidence interval; Gynecology; Obstetrics; Population; Cervical cancer; Case-control study; Cytology; Internal medicine; Immunology; Pathology; Cancer; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003792024,0.0001134958,0.0004282166,0.0001179308,0.00005989231,0.00001017311,0.00007702057,0.00006836296,0.0001460235],"category_scores_gemma":[0.0003556435,0.00007785652,0.0001261072,0.0002357809,0.00002453522,0.00004650382,0.00002079785,0.0001485441,3.964959e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006555583,"about_ca_system_score_gemma":0.00004064559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820947,"about_ca_topic_score_gemma":0.003505338,"domain_scores_codex":[0.9980282,0.0006199603,0.0005777514,0.00019373,0.0003614756,0.0002188676],"domain_scores_gemma":[0.9984955,0.000785488,0.0001754741,0.00025724,0.0002195336,0.00006682175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007059857,0.00109564,0.9679787,0.002762314,0.0001505372,0.00002517612,0.0004155241,0.0008961753,0.000924071,0.0003506184,0.000008589358,0.01833285],"study_design_scores_gemma":[0.01277111,0.002936712,0.9708235,0.0002212456,0.0002031902,0.00001402004,0.000470454,0.01170585,0.0006169836,0.0001563058,0.000005739841,0.00007494345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872324,0.0000298802,0.006762337,0.0001466161,0.00003806115,0.005738095,0.0000131227,0.00001564269,0.00002383568],"genre_scores_gemma":[0.9988745,2.279793e-7,0.0002385275,0.00001531512,0.00009157061,0.0006953931,0.00002840623,0.00001531783,0.00004069556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182579,"threshold_uncertainty_score":0.998395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0875218280036405,"score_gpt":0.4213591467534433,"score_spread":0.3338373187498028,"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."}}