{"id":"W1499680804","doi":"","title":"Cancer Control in Developing Countries: Need for Epidemiological Surveillance based on Health Information Systems and Health Services Research","year":2012,"lang":"en","type":"article","venue":"Journal of health informatics in developing countries","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Developing country; Environmental health; Epidemiology; Public health; Psychological intervention; Medicine; Developed country; Tobacco control; Population; Business; Economic growth; Nursing; Economics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1210541,0.0009836424,0.002948681,0.01255434,0.002070643,0.0118568,0.00389751,0.006186039,0.005730489],"category_scores_gemma":[0.2115425,0.001119545,0.001807348,0.008870743,0.005301741,0.01888701,0.007678796,0.01043473,0.0008589182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009228869,"about_ca_system_score_gemma":0.04659951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301132,"about_ca_topic_score_gemma":0.01322336,"domain_scores_codex":[0.9380403,0.04044405,0.006368564,0.002389828,0.01046278,0.002294546],"domain_scores_gemma":[0.6264296,0.2581951,0.02396035,0.01769863,0.05515628,0.01856002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002426467,0.0008342278,0.09156612,0.01232527,0.0005507841,0.0002165358,0.002593706,0.002861423,0.0007088793,0.05320556,0.097468,0.7374269],"study_design_scores_gemma":[0.0005176196,0.001329889,0.2576877,0.08440139,0.001072717,0.001233025,0.02277141,0.01724833,0.001458813,0.1083015,0.5033104,0.0006673469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009093589,0.092163,0.01500566,0.867352,0.002318538,0.0005982416,0.001225759,0.0004497254,0.01179345],"genre_scores_gemma":[0.4494187,0.2544243,0.1500737,0.1238362,0.01237224,0.003421349,0.004461057,0.0001565629,0.001835775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1210541,"threshold_uncertainty_score":0.6402028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772942178070649,"score_gpt":0.4673578404664017,"score_spread":0.2900636226593368,"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."}}