{"id":"W3107221941","doi":"10.14740/gr1287","title":"Cervical Cancer Screening in Inflammatory Bowel Disease: Who Should Be Screening?","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Papanicolaou stain; Cancer; Cancer screening; Disease; Cervical cancer screening; Specialty; Population; Family medicine; Internal medicine; Inflammatory bowel disease; Gynecology; Obstetrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001213064,0.0002499028,0.0005173279,0.0004673015,0.000176941,0.00006517366,0.000520313,0.0002015324,0.00607944],"category_scores_gemma":[0.0005777747,0.0002311007,0.0001747535,0.0006176,0.0006407565,0.0001381934,0.0007767113,0.002667681,0.0000634821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351906,"about_ca_system_score_gemma":0.0003480837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003971642,"about_ca_topic_score_gemma":0.0007511972,"domain_scores_codex":[0.9947852,0.0006096505,0.0004814086,0.0008356057,0.001592072,0.001696051],"domain_scores_gemma":[0.9972209,0.0001972081,0.00004055294,0.0004632092,0.0004501904,0.00162799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01317592,0.0001253801,0.9668477,0.000366308,0.00008437226,0.00072757,0.0002802107,0.0001109185,0.0002216772,0.00008595785,0.01173485,0.006239164],"study_design_scores_gemma":[0.004034732,0.0006944386,0.9774463,0.00009064189,0.00002383244,0.0000128635,0.000200252,0.008735101,0.00005889445,0.00003031343,0.008564014,0.0001086035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496715,0.001024293,0.0006926059,0.1457915,0.00005450202,0.0009134537,0.00006552883,0.00009407729,0.001692452],"genre_scores_gemma":[0.9860544,0.000288381,0.0002553284,0.01186153,0.000780345,0.0003087824,0.00004850377,0.00006225134,0.0003405267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363828,"threshold_uncertainty_score":0.9996332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590312367734931,"score_gpt":0.4196283607674023,"score_spread":0.2605971239939092,"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."}}