{"id":"W2893909691","doi":"10.1200/jgo.19.00011","title":"Effectiveness of Mass and Small Media Campaigns to Improve Cancer Awareness and Screening Rates in Asia: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of Global Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Queen's University; Queen's University Belfast","keywords":"Medicine; CINAHL; Psychological intervention; Cervical cancer; Cochrane Library; Cancer; Breast cancer; Family medicine; MEDLINE; Colorectal cancer; Meta-analysis; Systematic review; Cancer screening; Gynecology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0114483,0.001658754,0.00957227,0.006801634,0.0007254813,0.002768099,0.001821546,0.00204847,0.003576473],"category_scores_gemma":[0.04474733,0.001190243,0.00880367,0.006468535,0.0009720789,0.002465016,0.001443984,0.001529439,0.0002180836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003745612,"about_ca_system_score_gemma":0.01255788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006815348,"about_ca_topic_score_gemma":0.01845819,"domain_scores_codex":[0.9902954,0.004261027,0.0029686,0.0005629039,0.001619206,0.0002929375],"domain_scores_gemma":[0.9722019,0.02044216,0.004535407,0.0003365299,0.002053695,0.0004303055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006086974,0.0000650307,0.001128252,0.9452282,0.01821124,0.00006566413,0.0002684138,0.00008078905,0.0001240229,0.0001091187,0.0004717011,0.0336389],"study_design_scores_gemma":[0.001170971,0.000875969,0.008048336,0.8075215,0.174013,0.0002304901,0.0005378444,0.0001414766,0.0003716972,0.000178533,0.006867041,0.00004315521],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00512392,0.9927458,0.0001576109,0.0003190522,0.0001411504,0.0007836996,0.0002303488,0.00001346377,0.0004849543],"genre_scores_gemma":[0.06386715,0.9318503,0.001228669,0.0007818798,0.0001404289,0.00177222,0.0001869814,0.000007949133,0.0001644202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0114483,"threshold_uncertainty_score":0.06054509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176919226788463,"score_gpt":0.4520305374569358,"score_spread":0.3343386147780895,"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."}}