{"id":"W2782948136","doi":"10.12968/npre.2018.16.4.162","title":"Dermatology prescribing update: Skin infestations","year":2018,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Infestation; Outbreak; First line; Environmental health; Dermatology; Pathology","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":[0.0002921603,0.0003766142,0.0005072653,0.001149987,0.0007198941,0.001160982,0.0005055086,0.002547242,0.08924044],"category_scores_gemma":[0.003838242,0.0002299049,0.000513778,0.0008137235,0.0001839453,0.001286969,0.0008177992,0.002098474,0.02851667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665193,"about_ca_system_score_gemma":0.001237149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863205,"about_ca_topic_score_gemma":0.01182358,"domain_scores_codex":[0.9993624,0.0001039406,0.0001170773,0.00003530639,0.0003132655,0.00006791727],"domain_scores_gemma":[0.9966543,0.0009084965,0.0005815694,0.00007261186,0.001317317,0.0004656739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000290177,0.00009738487,0.001320617,0.0007288954,0.000007692577,0.001389851,0.00007143771,0.00004048521,0.0001968362,0.0003246181,0.8732248,0.1225683],"study_design_scores_gemma":[0.00002421628,0.00003360428,0.0032375,0.001331355,0.00001712896,0.005434299,0.00009724601,0.00005643319,0.0000913061,0.0003081995,0.9893601,0.000008582564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.009902401,0.09581645,0.001239183,0.2442692,0.03804167,0.0004439522,0.007545551,0.001211147,0.6015305],"genre_scores_gemma":[0.05730022,0.2155211,0.00765812,0.1846201,0.05848414,0.0003422527,0.01228014,0.0003374135,0.4634565],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08924044,"threshold_uncertainty_score":0.298539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752990988283391,"score_gpt":0.3112708995476797,"score_spread":0.2837409896648458,"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."}}