{"id":"W2807012758","doi":"10.1186/s41256-018-0075-x","title":"Mass media exposure and its impact on malaria prevention behaviour among adult women in sub-Saharan Africa: results from malaria indicator surveys","year":2018,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Malaria Research and Control","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Malaria; Environmental health; Public health; Sierra leone; Medicine; Odds; Pregnancy; Odds ratio; Cross-sectional study; Demography; Logistic regression; Socioeconomics; Immunology; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008188132,0.0002967246,0.0006299358,0.0006691593,0.0003155246,0.0001346228,0.0002447027,0.0003412618,0.0001565509],"category_scores_gemma":[0.003413483,0.0002365195,0.00006503426,0.001149662,0.0003693347,0.0001928366,0.0001616994,0.001013258,0.0001111727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319444,"about_ca_system_score_gemma":0.002616257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136754,"about_ca_topic_score_gemma":0.004777734,"domain_scores_codex":[0.9925745,0.002350278,0.0006506323,0.0007621261,0.001291515,0.002370985],"domain_scores_gemma":[0.9955085,0.0005018022,0.0001469819,0.0004940839,0.0004509703,0.002897655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0547676,0.002622021,0.7512732,0.0006836512,0.0004979055,0.0006495027,0.006228438,7.414443e-7,0.001275199,0.01239053,0.03636358,0.1332477],"study_design_scores_gemma":[0.008411482,0.006917506,0.9797506,0.0002930929,0.000006451935,0.00001146942,0.0001787672,0.0001403166,0.00007199981,0.003887771,0.0001849268,0.000145559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768687,0.001773594,0.000007320785,0.0151104,0.00006750567,0.001811422,0.002614669,0.00004033968,0.00170606],"genre_scores_gemma":[0.9954299,0.002536456,0.00004023651,0.0002182929,0.0009254243,0.000165406,0.0003116179,0.00002497466,0.0003477077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284775,"threshold_uncertainty_score":0.9851493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535795015809995,"score_gpt":0.4211562179383293,"score_spread":0.3675767163573298,"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."}}