{"id":"W2770629584","doi":"10.1016/j.ypmed.2017.11.023","title":"Cervical cancer screening uptake among HIV-positive women in Ontario, Canada: A population-based retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Cancer Care Ontario; University of Ottawa; Bruyère; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; University Health Network; Toronto General Hospital; University of Toronto","funders":"Women's College Research Institute; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; University of Toronto; Johns Hopkins University; Women's College Hospital; Cancer Care Ontario; Ontario HIV Treatment Network; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Cohort; Population; Retrospective cohort study; Cervical cancer; Demography; Confidence interval; Pap test; Cervical screening; Cancer; Obstetrics; Gynecology; Family medicine; Internal medicine; Cervical cancer screening; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001215106,0.0002837065,0.0009846217,0.0001924327,0.000357937,0.00003262397,0.0002984414,0.00008720941,0.01386195],"category_scores_gemma":[0.0007441947,0.0002301086,0.00007234689,0.000216911,0.0002241873,0.0001346865,0.0001444494,0.0008967492,0.000003292354],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007066241,"about_ca_system_score_gemma":0.001664785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959829,"about_ca_topic_score_gemma":0.9986582,"domain_scores_codex":[0.9965639,0.0001488397,0.0005159911,0.0006804951,0.001359672,0.0007311364],"domain_scores_gemma":[0.9980258,0.0001276541,0.000226949,0.0006462284,0.000461248,0.0005121478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008520714,0.0002949195,0.9928823,0.00004112094,0.0002714111,0.0002497287,0.001751929,0.00001471942,0.000006955212,0.00001279182,0.000450254,0.003171834],"study_design_scores_gemma":[0.00686729,0.0006657303,0.9900802,0.0003236422,0.0001690721,0.000001806819,0.00103327,0.0004128504,0.00001825938,0.000083896,0.0001409373,0.0002030717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816742,0.0001029221,0.00008520115,0.002014566,0.0002216074,0.002275111,0.0000329203,0.00002321583,0.01357023],"genre_scores_gemma":[0.9937748,0.000006172985,0.00003198712,0.0003186979,0.0003128951,0.0006196545,0.00010121,0.00003316988,0.00480143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385866,"threshold_uncertainty_score":0.9967455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734994633314185,"score_gpt":0.3295387893389016,"score_spread":0.3021888430057597,"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."}}