{"id":"W2898311185","doi":"10.1016/j.jogc.2018.06.008","title":"Immigration and Adherence to Cervical Cancer Screening: A Provincewide Longitudinal Matched Cohort Study Using Multistate Transitional Models","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; University of Toronto; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care; Government of Ontario; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Cervical cancer; Cohort study; Immigration; Obstetrics; Cohort; Longitudinal data; Longitudinal study; Gynecology; Oncology; Cancer; Demography; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002947256,0.0009013144,0.0008446057,0.001192553,0.004649444,0.002949926,0.002592927,0.001507721,0.003254037],"category_scores_gemma":[0.006254001,0.001726342,0.002801934,0.003602743,0.0009428764,0.001373318,0.002512949,0.003619288,0.0005092227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339787,"about_ca_system_score_gemma":0.00713925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.678286,"about_ca_topic_score_gemma":0.6706682,"domain_scores_codex":[0.9977502,0.0006728434,0.0001609482,0.0004635068,0.0001587221,0.0007938316],"domain_scores_gemma":[0.995276,0.0006914713,0.0010473,0.001040429,0.0007294785,0.001215385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805544,0.000254435,0.9972224,0.000009077226,0.0003620378,0.00009053163,0.0005108425,0.00009019124,0.00005566147,0.00006945532,0.0003050077,0.0006498016],"study_design_scores_gemma":[0.0000801749,0.0002244077,0.9937125,0.00004754212,0.0003952526,0.0001058855,0.003531229,0.001364772,0.00003666494,0.00008901185,0.0003910621,0.00002148021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986818,0.00020539,0.0001512863,0.0001240168,0.00002178865,0.00001981173,0.0005898353,0.000006040555,0.0002000576],"genre_scores_gemma":[0.998206,0.0001454603,0.0001739138,0.00006719723,0.000008952531,0.00003308003,0.0007204083,0.00000603122,0.0006389111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321714,"threshold_uncertainty_score":0.6472172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673720843972718,"score_gpt":0.3353891795068608,"score_spread":0.2786519710671336,"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."}}