{"id":"W3188804690","doi":"10.1371/journal.pone.0249809","title":"Effect of comorbid mood and anxiety disorders on breast and cervical cancer screening in immune-mediated inflammatory disease","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Microscopic Colitis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Calgary; University of Manitoba","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research; Pfizer Canada; Sandoz Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Military and Veteran Health Research; Crohn's and Colitis Canada; Research Manitoba; Multiple Sclerosis Society; AbbVie Canada; Johns Hopkins University; Multiple Sclerosis Society of Canada; Health Sciences Centre Foundation; U.S. Department of Defense; Government of Alberta; Heart and Stroke Foundation of Canada; Pfizer; Biogen","keywords":"Medicine; Cohort; Anxiety; Internal medicine; Mood; Breast cancer; Comorbidity; Mood disorders; Cervical cancer; Cohort study; Cancer; Psychiatry; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106826,0.000108621,0.0003257873,0.000054175,0.00002185686,0.000006954144,0.00002769021,0.00005158066,0.0001404497],"category_scores_gemma":[0.0001548139,0.0001024832,0.0000269192,0.0001173888,0.0000790934,0.00003165342,0.00007278889,0.0001712312,0.000001404881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002526784,"about_ca_system_score_gemma":0.00006586924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003151671,"about_ca_topic_score_gemma":0.0004322685,"domain_scores_codex":[0.9991887,0.00008513541,0.0001783815,0.000206864,0.0001848804,0.0001560802],"domain_scores_gemma":[0.9994484,0.0001422277,0.00003882743,0.0001825407,0.00003420465,0.0001537734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007323528,0.0003711141,0.9488202,0.001416745,0.0001064589,0.00003560628,0.000139346,8.20145e-7,0.04286693,0.000008968558,0.000006739745,0.005494747],"study_design_scores_gemma":[0.003537004,0.0001597547,0.9785987,0.001718043,0.0001639091,0.000005796297,0.0000250594,0.0004703556,0.01521008,0.000006613261,0.0000191573,0.00008552473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961459,0.002202406,0.000001504124,0.001066524,0.00001283985,0.000342692,0.00008948134,0.00001884251,0.0001197788],"genre_scores_gemma":[0.9984351,0.001246972,0.0000565638,0.00008663949,0.0000316405,0.0000375098,0.00004516778,0.00001583788,0.00004450235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02977853,"threshold_uncertainty_score":0.4179142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008841036103781903,"score_gpt":0.2404848148986576,"score_spread":0.2316437787948757,"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."}}