{"id":"W4404059696","doi":"10.3390/curroncol31110498","title":"Addressing Underscreening for Cervical Cancer among South Asian Women: Using Concept Mapping to Compare Service Provider and Service User Perspectives of Cervical Screening in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Cervical cancer; Service provider; Service (business); Cervical cancer screening; Family medicine; Gynecology; Cancer; Business; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003495115,0.0002713289,0.000305376,0.001108264,0.005648836,0.001896392,0.0006767033,0.0003169828,0.001340673],"category_scores_gemma":[0.007964346,0.0002687115,0.0004804852,0.00210829,0.002142044,0.0007068507,0.00226305,0.0007589039,0.00006951037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02616541,"about_ca_system_score_gemma":0.04803903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9456443,"about_ca_topic_score_gemma":0.9743403,"domain_scores_codex":[0.9984884,0.000460066,0.00007504888,0.000096419,0.0004370423,0.0004428921],"domain_scores_gemma":[0.9962718,0.001131966,0.0004777915,0.00009625836,0.001239241,0.0007828903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002439333,0.000232021,0.3168597,0.0002377002,0.00004355431,0.0003299124,0.6516279,0.0001598235,0.00146478,0.0004459929,0.00119507,0.02715965],"study_design_scores_gemma":[0.00002343266,0.0002036146,0.3313213,0.0001036977,0.00003054118,0.00006695191,0.6627973,0.000620535,0.0003066664,0.0001871602,0.004303076,0.00003580279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978135,0.00007785309,0.0001125352,0.0002597762,0.00000344334,0.0001102488,0.00006169185,0.000002187433,0.001558679],"genre_scores_gemma":[0.9984124,0.0002074677,0.0004834673,0.0001250964,0.000001661717,0.0001018535,0.00007122196,0.000002975723,0.0005939016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05435574,"threshold_uncertainty_score":0.1898443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2743973945986496,"score_gpt":0.4389322869401413,"score_spread":0.1645348923414917,"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."}}