{"id":"W2298676072","doi":"10.1001/jamapediatrics.2015.3926","title":"Human Papillomavirus Vaccination and Cervical Cytology Outcomes Among Urban Low-Income Minority Females","year":2016,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Squamous intraepithelial lesion; Cervical cancer; Cervical intraepithelial neoplasia; Population; Cytology; Gynecology; Cervical screening; Human papillomavirus; HPV infection; Retrospective cohort study; Obstetrics; Internal medicine; Cancer; Immunology; Pathology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003173357,0.0001785947,0.0004038895,0.0002344002,0.0001369168,0.00004317324,0.00013707,0.0002830234,0.001680283],"category_scores_gemma":[0.0005048072,0.0001159948,0.0001035642,0.0002619571,0.0001033078,0.0001715,0.0001675995,0.0003009218,0.00007286271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683724,"about_ca_system_score_gemma":0.00007114989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390474,"about_ca_topic_score_gemma":0.0003091006,"domain_scores_codex":[0.9983346,0.00007830044,0.0003303708,0.0003753348,0.0004685745,0.0004128262],"domain_scores_gemma":[0.9986684,0.0003482738,0.0000798931,0.0003130196,0.0002420026,0.000348421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000871849,0.00009986795,0.9691295,0.0002930735,0.00001730251,0.00005398536,0.00005797306,3.15038e-8,0.00008200901,0.0009195587,0.001361759,0.02789774],"study_design_scores_gemma":[0.003104378,0.0002454824,0.9947516,0.000006690785,0.00008703642,0.00001190793,0.00002091176,0.00001107097,0.0001011557,0.0006052721,0.0008974843,0.0001569908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880827,0.0005692342,0.0000581993,0.002817935,0.0001347831,0.0002861002,0.00002407219,0.00008209157,0.00794486],"genre_scores_gemma":[0.9961154,0.000380042,0.00007535784,0.0003020612,0.0011054,0.00002495141,0.00001159535,0.00002008769,0.001965041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02774075,"threshold_uncertainty_score":0.9992323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690681193125167,"score_gpt":0.3293992279689143,"score_spread":0.3024924160376626,"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."}}