{"id":"W2593927173","doi":"10.2147/ppa.s127147","title":"Lay health educators within primary care practices to improve cancer screening uptake for South Asian patients: challenges in quality improvement","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"East Wellington Family Health Team; Women's College Hospital; Canadian Cancer Society; Toronto Metropolitan University","funders":"Canadian Cancer Society Research Institute; Health Canada; Cancer Research Institute","keywords":"Medicine; Family medicine; Cancer; Cancer screening; Health care; Ethnic group; Phone; Nursing; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004527703,0.0002919764,0.0005212126,0.0000932293,0.000410948,0.0001331783,0.0002893055,0.0001004264,0.0000117528],"category_scores_gemma":[0.0005917128,0.0002493255,0.00006635128,0.00007485264,0.00007446165,0.0005372791,0.0002137117,0.000276681,0.000002646483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715229,"about_ca_system_score_gemma":0.0005983918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506418,"about_ca_topic_score_gemma":0.003689903,"domain_scores_codex":[0.9974573,0.00005992573,0.0006467447,0.0008119018,0.0004765446,0.0005475284],"domain_scores_gemma":[0.9974042,0.00005112985,0.001264043,0.0006287972,0.0002601715,0.0003916232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006118638,0.0001201198,0.2069939,0.0009132071,0.00002887601,0.000001259263,0.02322756,0.000004671153,0.0001701338,0.0001281807,0.00004813523,0.7677521],"study_design_scores_gemma":[0.002704001,0.00584074,0.9342863,0.003044546,0.00005225953,9.024341e-7,0.0505418,0.00002524652,0.0009172044,0.00009632357,0.002004316,0.0004863471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908834,0.002821312,0.00007730623,0.001870245,0.000420223,0.002284152,0.0002009375,0.00003211469,0.001410313],"genre_scores_gemma":[0.9939193,0.0005823385,0.003323496,0.001208942,0.0001052585,0.0007440698,0.00005178587,0.00002029579,0.00004458165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7672657,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2900592392866437,"score_gpt":0.4281264148057119,"score_spread":0.1380671755190682,"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."}}