{"id":"W2782357932","doi":"10.1186/s12936-017-2163-7","title":"Factors associated with willingness to take up indoor residual spraying to prevent malaria in Tororo district, Uganda: a cross-sectional study","year":2018,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; International Development Research Centre","keywords":"Indoor residual spraying; Cross-sectional study; Malaria; Environmental health; Residual; Medicine; Public health; Tropical medicine; Plasmodium falciparum; Mathematics; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002496399,0.0003770273,0.000644195,0.0004767774,0.0005178014,0.000529543,0.0003928382,0.000203618,0.001419716],"category_scores_gemma":[0.002489461,0.0002744684,0.0001258762,0.0009656147,0.0000823126,0.000282613,0.0001758201,0.001185476,0.00003587305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007782083,"about_ca_system_score_gemma":0.0007707492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496904,"about_ca_topic_score_gemma":0.001434858,"domain_scores_codex":[0.9955622,0.0003840771,0.0008523607,0.0005801506,0.001609523,0.001011706],"domain_scores_gemma":[0.9972979,0.000214249,0.0002386088,0.0003640759,0.0008681808,0.001016918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004563503,0.001181246,0.9898397,0.00001135137,0.000445022,0.0003469851,0.001360662,0.00004835188,0.001133383,0.0001426963,0.0006686641,0.0002583871],"study_design_scores_gemma":[0.007478809,0.005676374,0.9844802,0.0001746522,0.00009273235,0.0001073786,0.0006714704,0.00006309418,0.0004608805,0.0000329793,0.0004596895,0.0003017176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938024,0.00003349085,0.0009275811,0.002267299,0.0007119803,0.001800519,0.00005071187,0.00004819758,0.0003577774],"genre_scores_gemma":[0.9964349,0.00000139978,0.000158083,0.0002658839,0.001171452,0.00008916546,0.0000224582,0.0000570964,0.001799515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005359525,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05102889392501526,"score_gpt":0.3389398666498673,"score_spread":0.2879109727248521,"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."}}