{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741202,0.0001086986,0.0002020079,0.0003839261,0.0006397475,0.0006427918,0.0002726857,0.0008766259,0.00149499],"category_scores_gemma":[0.01583003,0.0001238399,0.0002074981,0.0004925426,0.0007637023,0.0008257995,0.0005803693,0.0008620236,0.000172137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571241,"about_ca_system_score_gemma":0.001320619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005848403,"about_ca_topic_score_gemma":0.008736559,"domain_scores_codex":[0.9982639,0.0007894593,0.000189271,0.0001164394,0.0004349119,0.0002060646],"domain_scores_gemma":[0.990494,0.003063594,0.00428476,0.0001556088,0.0008773728,0.001124724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006181007,0.0000663903,0.9788254,0.0001573153,0.00001748218,0.0002989968,0.003108799,0.0000301875,0.0002383949,0.00006266799,0.000973959,0.01615852],"study_design_scores_gemma":[0.00001815579,0.0002529808,0.9813199,0.0004663487,0.00003695705,0.001715856,0.01246524,0.0002436954,0.0001380387,0.000190426,0.003142175,0.0000102903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783298,0.004662394,0.0001995284,0.01437555,0.00009317658,0.00003696502,0.00006655055,0.000005539935,0.002230461],"genre_scores_gemma":[0.9969826,0.001271937,0.0002399958,0.001288675,0.00009116103,0.000009574595,0.0000286953,0.000001236335,0.00008605771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005848403,"threshold_uncertainty_score":0.01449704,"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."}}