{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01078033,0.000343568,0.0002573784,0.0003984291,0.002078687,0.002222929,0.001201483,0.0008106383,0.004678655],"category_scores_gemma":[0.02303714,0.0002445565,0.0004090871,0.0005193744,0.001109801,0.001398077,0.003374686,0.001788775,0.0003232685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491191,"about_ca_system_score_gemma":0.02009064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268609,"about_ca_topic_score_gemma":0.04828273,"domain_scores_codex":[0.9955497,0.002723545,0.0002586187,0.0002395414,0.0006783165,0.0005503347],"domain_scores_gemma":[0.9796571,0.005569172,0.003284521,0.001184076,0.003384335,0.006920824],"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":[0.0005050763,0.004354825,0.3479664,0.005319887,0.0002963724,0.001091765,0.04720761,0.0006656841,0.00777283,0.0009211935,0.0125864,0.5713119],"study_design_scores_gemma":[0.0008396005,0.00721422,0.7843905,0.007190592,0.0005985769,0.001107863,0.1212398,0.002540438,0.005131254,0.001663995,0.06796281,0.0001204319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927419,0.006515213,0.00525509,0.08090375,0.000486062,0.001325167,0.0001177911,0.0002893741,0.01236572],"genre_scores_gemma":[0.9727584,0.003395936,0.01497245,0.006400751,0.0001184483,0.0004505458,0.00007692795,0.00002152061,0.001805081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268609,"threshold_uncertainty_score":0.05701256,"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."}}