{"id":"W4229639534","doi":"10.12968/npre.2018.16.1.19","title":"Dermatology prescribing update: Skin infections","year":2018,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Skin infection; Dermatology; Intensive care medicine; Staphylococcus aureus","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":[0.0008338621,0.0007504588,0.001038935,0.003339746,0.0009090084,0.002020616,0.0009949238,0.003592973,0.05924317],"category_scores_gemma":[0.007526287,0.0004092976,0.0009378001,0.002755579,0.0002608106,0.001967369,0.001212566,0.002972783,0.02280037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073836,"about_ca_system_score_gemma":0.002920748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006605861,"about_ca_topic_score_gemma":0.02566252,"domain_scores_codex":[0.9986579,0.0001920291,0.0002717488,0.00006530496,0.0007017986,0.000111162],"domain_scores_gemma":[0.9917141,0.002092679,0.001323521,0.0001528117,0.003832572,0.0008842531],"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":[0.00002236038,0.00005474113,0.0004497695,0.0007402396,0.000008291136,0.0001884074,0.00002265656,0.00003669391,0.00006041438,0.0001433226,0.8991045,0.09916863],"study_design_scores_gemma":[0.00003582872,0.00003617808,0.002924882,0.00237698,0.00003231648,0.0009779836,0.00005814422,0.00005433568,0.00005265587,0.0001950252,0.9932446,0.00001113351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004295072,0.2310354,0.001129446,0.2153855,0.1337796,0.0006052908,0.01255253,0.001099767,0.4001173],"genre_scores_gemma":[0.01391192,0.4565468,0.005135434,0.1300227,0.1357018,0.0004145803,0.02018533,0.0002514645,0.23783],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05924317,"threshold_uncertainty_score":0.1981881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019808534893167,"score_gpt":0.2981603366281376,"score_spread":0.2783518017349706,"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."}}