{"id":"W7127543028","doi":"","title":"Trimodal skin health programme for childhood impetigo control in remote Western Australia (SToP):a cluster randomised, stepped-wedge trial","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Cluster (spacecraft); Impetigo; Epidemiology; Disease control; Public health; Incidence (geometry)","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":[0.0009924351,0.0002259427,0.0006869568,0.0003504298,0.0003048647,0.0001441999,0.00020663,0.0002356281,0.00006089186],"category_scores_gemma":[0.00007482408,0.0002011712,0.0003210002,0.0003132454,0.0004606121,0.0002817456,0.0000933083,0.000549316,0.00003524587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451977,"about_ca_system_score_gemma":0.000435823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171383,"about_ca_topic_score_gemma":0.0000619891,"domain_scores_codex":[0.9972057,0.0004395129,0.0004974068,0.0005852897,0.0005262644,0.0007458795],"domain_scores_gemma":[0.9984719,0.0003504597,0.0001394338,0.0002955585,0.0002088874,0.0005338322],"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":[0.5729898,0.009841946,0.1903612,0.02825396,0.003292142,0.005838825,0.01973502,0.00005498344,0.007070491,0.003684812,0.0880141,0.07086267],"study_design_scores_gemma":[0.5353823,0.01131074,0.3919955,0.003418828,0.0006525251,0.0007085523,0.007639687,0.003488046,0.0009379168,0.0005083168,0.04295324,0.001004297],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870217,0.0004485571,0.0005105991,0.004720923,0.000216318,0.006668371,0.0001512876,0.00006930137,0.0001929548],"genre_scores_gemma":[0.9764146,0.0001659735,0.0004705454,0.00006169645,0.0002094422,0.00002619663,0.00009946915,0.0000231409,0.02252899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2016343,"threshold_uncertainty_score":0.8203525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970595731902363,"score_gpt":0.3762247204913035,"score_spread":0.2965187631722799,"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."}}