{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003451672,0.0001594561,0.000735226,0.00004966168,0.0002276082,0.0000269464,0.00008081123,0.00009317511,0.0008392276],"category_scores_gemma":[0.003677678,0.0001077355,0.0001844489,0.0001424586,0.0002370842,0.0001022578,0.00002485414,0.0002857634,0.00002113444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003090103,"about_ca_system_score_gemma":0.0003493621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003322911,"about_ca_topic_score_gemma":0.00001824011,"domain_scores_codex":[0.9985811,0.0002825367,0.0004712848,0.0001637169,0.0002584169,0.0002429997],"domain_scores_gemma":[0.99754,0.001300678,0.0001007104,0.0003677529,0.0004479278,0.0002429634],"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":[0.7935286,0.01185591,0.005338996,0.004534931,0.002921696,0.000491002,0.005995766,0.00004105968,0.02069031,0.0216742,0.1272843,0.005643209],"study_design_scores_gemma":[0.9636862,0.002571076,0.006317854,0.0004897319,0.001707897,0.0000754863,0.005120432,0.002767893,0.0002289279,0.006016362,0.01078924,0.0002289243],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213073,0.0008813841,0.01587905,0.03330763,0.0005417772,0.004313129,0.00012069,0.0002068573,0.02344214],"genre_scores_gemma":[0.9906762,0.00006481008,0.0004204295,0.006980974,0.0004720202,0.0004134982,0.000271167,0.00001640523,0.0006845231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701576,"threshold_uncertainty_score":0.9188954,"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."}}