{"id":"W3214035567","doi":"10.1371/journal.pmed.1003849","title":"Community control strategies for scabies: A cluster randomised noninferiority trial","year":2021,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Children’s Hospital of Wisconsin Research Institute; Case Western Reserve University; Murdoch Children's Research Institute; Government of the United Kingdom; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Ivermectin; Medicine; Interquartile range; Lymphatic filariasis; Permethrin; Scabies; Diethylcarbamazine; Population; Mass drug administration; Confidence interval; Albendazole; Pediatrics; Surgery; Internal medicine; Environmental health; Filariasis; Veterinary medicine; Dermatology; Immunology","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":[0.01080251,0.002706525,0.005653418,0.00121375,0.001318223,0.001743708,0.002122841,0.004968522,0.009598894],"category_scores_gemma":[0.01038178,0.001401216,0.003444617,0.00092051,0.002852825,0.00245177,0.001626098,0.003465089,0.0009631591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946243,"about_ca_system_score_gemma":0.004140961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00209114,"about_ca_topic_score_gemma":0.002411753,"domain_scores_codex":[0.9898141,0.006951371,0.0005491354,0.001242225,0.0006135386,0.0008296561],"domain_scores_gemma":[0.9941591,0.002069158,0.001252594,0.0007442424,0.0005252775,0.001249692],"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":[0.9781953,0.01054069,0.0002694835,0.001047731,0.0008147872,0.00002553741,0.00007916326,0.0003408855,0.000482518,0.0001897748,0.0004894141,0.007524771],"study_design_scores_gemma":[0.970635,0.02822134,0.0002971553,0.0000442062,0.0001645108,0.000007160224,0.00001207458,0.0002439219,0.00004611014,0.0001521187,0.0001668646,0.000009442604],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960516,0.006858858,0.004615204,0.002265016,0.002686064,0.08280238,0.001446232,0.0003355676,0.002938943],"genre_scores_gemma":[0.8933902,0.002615963,0.01060531,0.002899121,0.001311137,0.08531401,0.0008710197,0.00004706196,0.002946147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080251,"threshold_uncertainty_score":0.0571298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06535768055675341,"score_gpt":0.3443169649518758,"score_spread":0.2789592843951224,"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."}}