{"id":"W2955610386","doi":"10.1002/cam4.1879","title":"Risk of newly detected infections and cervical abnormalities in adult women seropositive or seronegative for naturally acquired HPV‐16/18 antibodies","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Women's Health Network; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Women's Health Research Institute; Dalhousie University","funders":"GlaxoSmithKline","keywords":"Serostatus; Medicine; Hazard ratio; Internal medicine; Antibody; Immunogenicity; HPV infection; Immunology; Gastroenterology; Cervical cancer; Virus; Confidence interval; Cancer; Viral load","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003092125,0.0002196652,0.000751832,0.0002698196,0.00007601523,0.00000855706,0.00008769146,0.000145138,0.006443761],"category_scores_gemma":[0.0006451763,0.0001463012,0.00005772604,0.0005094146,0.0004580153,0.0001358772,0.00007038868,0.0003148922,0.000003941599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762842,"about_ca_system_score_gemma":0.0003366662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004917991,"about_ca_topic_score_gemma":0.0048823,"domain_scores_codex":[0.9982672,0.0000926369,0.0004320955,0.000359123,0.0003823149,0.0004665791],"domain_scores_gemma":[0.9979475,0.0006045687,0.0001345495,0.0001969617,0.0008757142,0.0002406749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02978465,0.0003932817,0.7860706,0.006479917,0.001221712,0.00003563042,0.03139265,0.00003120957,0.008374235,0.0007343699,0.003311669,0.13217],"study_design_scores_gemma":[0.01511568,0.004693014,0.9625622,0.0004947128,0.000189152,0.00002218266,0.01030571,0.0007417939,0.004128045,0.0004418779,0.001078031,0.0002276247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892132,0.001680735,0.0001059864,0.001821331,0.0002208658,0.001339628,0.0001620115,0.00003751548,0.005418778],"genre_scores_gemma":[0.9936571,0.002809613,0.0000916101,0.0006679516,0.0003232553,0.0002795195,0.00004253202,0.0000279115,0.002100537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1764915,"threshold_uncertainty_score":0.9944645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131142697624415,"score_gpt":0.3437829050389585,"score_spread":0.3224714780627144,"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."}}