{"id":"W4391318327","doi":"10.1007/s40471-024-00345-3","title":"Community Health Fairs and Cancer Prevention in Low-Resource Settings: A Global Perspective","year":2024,"lang":"en","type":"article","venue":"Current Epidemiology Reports","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"European Regional Development Fund","keywords":"Medicine; Environmental health; Cancer prevention; Observational study; Developing country; Epidemiology; Cervical cancer; Cancer; Economic growth; 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":[0.004187297,0.0004454899,0.0008391021,0.002693919,0.001513816,0.006242771,0.0009277129,0.004649023,0.01480394],"category_scores_gemma":[0.00962819,0.0002902906,0.0008563191,0.00335145,0.003122885,0.00540058,0.002771623,0.005794874,0.0004415458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003868299,"about_ca_system_score_gemma":0.01029177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04034798,"about_ca_topic_score_gemma":0.08158705,"domain_scores_codex":[0.998238,0.0007808639,0.0001036387,0.0001230362,0.0002638661,0.0004906812],"domain_scores_gemma":[0.9869521,0.006530076,0.001829258,0.000274755,0.001569511,0.002844355],"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":[0.0002947515,0.00127303,0.1356279,0.007577993,0.0006215938,0.00104943,0.006379871,0.0009173469,0.0003708192,0.169701,0.1889547,0.4872317],"study_design_scores_gemma":[0.0001805288,0.0007396881,0.2478594,0.04129666,0.00096099,0.001400123,0.04969257,0.0006267215,0.0003450802,0.06895951,0.5877135,0.0002251888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01274543,0.3732656,0.0004690202,0.5883525,0.002787313,0.00003132692,0.0003625629,0.00002173261,0.02196444],"genre_scores_gemma":[0.289908,0.621758,0.0009131416,0.07224745,0.01157247,0.00007800301,0.0002445258,0.00001690672,0.00326152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04034798,"threshold_uncertainty_score":0.0802263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151317004021666,"score_gpt":0.4870528723867144,"score_spread":0.3357358683650483,"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."}}