{"id":"W4381328587","doi":"10.21203/rs.3.rs-3072905/v1","title":"LONG-LASTING INSECTICIDE NETS OWNERSHIP AND MALARIA MORBIDITY IN KRACHI EAST MUNICIPALITY, GHANA","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Malaria; Indoor residual spraying; Environmental health; Cluster sampling; Bed nets; Socioeconomics; Geography; Cluster (spacecraft); Outreach; Medicine; Demography; Economic growth; Population; Plasmodium falciparum","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":[0.0002137728,0.0002218456,0.0001750791,0.0005213601,0.0005333053,0.0003954545,0.0002246808,0.0002906789,0.00306254],"category_scores_gemma":[0.0007162775,0.0002427947,0.0001503691,0.001149591,0.0003710521,0.0004530667,0.0003417875,0.0003468729,0.0002547853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007706915,"about_ca_system_score_gemma":0.0006916822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05568485,"about_ca_topic_score_gemma":0.08120415,"domain_scores_codex":[0.9998691,0.00004197529,0.00001371558,0.00001948025,0.00001335132,0.00004232589],"domain_scores_gemma":[0.9995307,0.00005570137,0.0002213106,0.00001222733,0.00004655035,0.0001335763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005165735,0.00005642736,0.996151,0.00003902839,0.00001335228,0.0006051232,0.001242666,0.00003569277,0.0002271738,0.00002951833,0.0003298743,0.001218532],"study_design_scores_gemma":[0.000005135793,0.00008519417,0.9933212,0.00004412491,0.00001175254,0.0003930799,0.00562605,0.00007203774,0.00003233217,0.00001671042,0.0003887971,0.000003556052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990956,0.0001836745,0.0000107905,0.000130983,0.000002835967,0.00000857618,0.0002506002,0.000001439747,0.0003154594],"genre_scores_gemma":[0.9995284,0.0001457384,0.00002374921,0.00001941566,0.000003384641,0.000008533903,0.0001139076,7.91376e-7,0.0001562155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05568485,"threshold_uncertainty_score":0.1107215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117960978419447,"score_gpt":0.43113845535378,"score_spread":0.2193423575118353,"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."}}