{"id":"W4318710361","doi":"10.2196/41197","title":"Repeat Ivermectin Mass Drug Administrations for Malaria Control II: Protocol for a Double-blind, Cluster-Randomized, Placebo-Controlled Trial for the Integrated Control of Malaria","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Malaria; Ivermectin; Mass drug administration; Placebo; Medicine; Cluster (spacecraft); Drug; Cluster randomised controlled trial; Double blind; Randomized controlled trial; Pharmacology; Population; Alternative medicine; Internal medicine; Environmental health; Immunology; Veterinary medicine; Computer science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02420546,0.008111903,0.0107036,0.002574484,0.003728614,0.003556456,0.004439203,0.007917814,0.06413431],"category_scores_gemma":[0.02008868,0.003567945,0.003471416,0.00328721,0.005494514,0.003153768,0.002009642,0.008773716,0.01462267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004313885,"about_ca_system_score_gemma":0.01426529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940269,"about_ca_topic_score_gemma":0.003611703,"domain_scores_codex":[0.981698,0.01012163,0.001791484,0.002241761,0.001914351,0.002232911],"domain_scores_gemma":[0.9867512,0.002054789,0.002967444,0.001924248,0.0038693,0.002433014],"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":[0.9139267,0.02892994,0.0006758518,0.009736272,0.0008433392,0.0001540752,0.0003567431,0.002208944,0.004029293,0.003477261,0.013792,0.02186951],"study_design_scores_gemma":[0.9061869,0.05058879,0.002032011,0.001607816,0.0004073229,0.00005925718,0.0000824883,0.002101217,0.001133889,0.001791373,0.03388926,0.0001197198],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001965521,0.0001691068,0.00113139,0.0001064508,0.0002415739,0.9949836,0.0006296589,0.00009942321,0.0006731852],"genre_scores_gemma":[0.002546194,0.0001205906,0.001712213,0.0001240354,0.00005962593,0.9948993,0.0001599633,0.000006500718,0.0003715242],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06413431,"threshold_uncertainty_score":0.2145507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803567257033983,"score_gpt":0.5158947357512614,"score_spread":0.3355380100478632,"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."}}