{"id":"W2127980561","doi":"10.1186/1475-2875-13-260","title":"Effectiveness of post-campaign, door-to-door, hang-up, and communication interventions to increase long-lasting, insecticidal bed net utilization in Togo (2011–2012): a cluster randomized, control trial","year":2014,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Cluster (spacecraft); Bed nets; Medicine; Environmental health; Population; Nursing; Surgery; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01027172,0.0002311908,0.001019932,0.0006948904,0.0001660947,0.0001361265,0.000241535,0.000160818,0.0005242594],"category_scores_gemma":[0.009228631,0.0001873793,0.0002886567,0.0002681067,0.0001139736,0.0002502908,0.0001486655,0.0006254495,0.0000220717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223758,"about_ca_system_score_gemma":0.0001941298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006135537,"about_ca_topic_score_gemma":0.0007743573,"domain_scores_codex":[0.9930716,0.004793861,0.0009661448,0.0002740165,0.000476594,0.0004177956],"domain_scores_gemma":[0.9957603,0.002228148,0.0003478526,0.0004066845,0.0007156545,0.0005414203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9829578,0.0006290158,0.006204572,0.0004404258,0.0002847971,0.000018961,0.0004315925,0.0001285104,0.003517892,0.001499387,0.0002456708,0.003641369],"study_design_scores_gemma":[0.8368242,0.003742011,0.150563,0.00155895,0.0004443033,0.0002139417,0.00009316611,0.005346024,0.0003245696,0.0006098686,0.00006895394,0.0002110119],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.819104,0.0004579698,0.1707378,0.004537736,0.0003063791,0.004582827,0.00001692978,0.00002143498,0.0002349251],"genre_scores_gemma":[0.9980857,0.0000321825,0.0006618084,0.0004698304,0.0002310545,0.0002929675,0.00003600497,0.0000296448,0.0001607555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789817,"threshold_uncertainty_score":0.9991171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981543437703697,"score_gpt":0.3117219828725505,"score_spread":0.2919065484955136,"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."}}