{"id":"W7132991371","doi":"","title":"Cervical Cancer Screening Among Ontario's Urban Immigrants","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Immigration; Cervical cancer screening; Cervical cancer; Cancer screening; Papanicolaou stain; Cervical screening; Multivariate analysis; Ethnic group","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005176343,0.0001502989,0.0001602604,0.0005400738,0.001970784,0.0005696106,0.0004807184,0.0002373199,0.001642686],"category_scores_gemma":[0.00168893,0.0001802721,0.0003237487,0.001061913,0.0003889125,0.0001916766,0.0005918838,0.0002537276,0.0001460042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254802,"about_ca_system_score_gemma":0.0185248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714848,"about_ca_topic_score_gemma":0.9883338,"domain_scores_codex":[0.9996009,0.00003949305,0.00002282319,0.00003953661,0.000174945,0.0001222279],"domain_scores_gemma":[0.999215,0.00005757719,0.0001765881,0.00002538917,0.0003459825,0.0001794791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005970882,0.00004631728,0.9813286,0.00007521194,0.00002079473,0.0001189052,0.002102062,0.00006297979,0.0003719483,0.0001474025,0.002911101,0.01275489],"study_design_scores_gemma":[0.000009473774,0.00004317932,0.9950106,0.00006287397,0.0000150237,0.00005098535,0.002566784,0.0001895633,0.00009600401,0.00002257192,0.001926584,0.000006392023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936085,0.0004930103,0.00006858418,0.0009968043,0.00001406678,0.00006941487,0.001005551,0.000008402985,0.003735748],"genre_scores_gemma":[0.9971997,0.0006136974,0.0001836558,0.0002171689,0.000007364049,0.00003428279,0.0005297347,0.000002864069,0.001211593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851522,"threshold_uncertainty_score":0.09104264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302993045079685,"score_gpt":0.4120865076230737,"score_spread":0.3190565771722769,"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."}}