{"id":"W4249284536","doi":"10.12968/pnur.2021.32.1.22","title":"Dermatology prescribing update: eczema","year":2021,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Hand eczema; Primary care; Atopic dermatitis; Dermatology; Nurse practitioners; Intensive care medicine; Allergy; Contact dermatitis; Family medicine; Health care; 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":[0.0006587794,0.0005071162,0.0007331493,0.00232757,0.0008513433,0.002162152,0.0008254361,0.003020547,0.1003952],"category_scores_gemma":[0.006414287,0.0003113084,0.0006998943,0.002467828,0.0002192887,0.00215093,0.001289479,0.003314042,0.04277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232971,"about_ca_system_score_gemma":0.00278607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006726149,"about_ca_topic_score_gemma":0.0205822,"domain_scores_codex":[0.998765,0.0001763316,0.0002030346,0.00007127661,0.0006897273,0.00009464369],"domain_scores_gemma":[0.994283,0.001309245,0.0007430443,0.0001269427,0.002882022,0.0006557943],"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":[0.00001500791,0.00003898002,0.0003435692,0.0004351613,0.000004738949,0.0001072242,0.0000226201,0.00002389177,0.00004830926,0.0002439246,0.9038633,0.09485322],"study_design_scores_gemma":[0.00001514015,0.00001491193,0.001077583,0.0008081798,0.000009316461,0.0003961103,0.00003060019,0.00002164387,0.00002562989,0.0001511968,0.9974447,0.000004919727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003278092,0.1369581,0.00112418,0.2387655,0.07645965,0.0004838286,0.01887802,0.001370042,0.5226825],"genre_scores_gemma":[0.01389692,0.3221857,0.006440317,0.1530001,0.07827358,0.0004873297,0.03154073,0.0004789146,0.3936965],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1003952,"threshold_uncertainty_score":0.3358554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243526295263861,"score_gpt":0.3449081073485566,"score_spread":0.3205554778221705,"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."}}