{"id":"W2855690087","doi":"10.12968/npre.2018.16.7.320","title":"Dermatology prescribing update: Rosacea","year":2018,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Rosacea; Medicine; Dermatology; Distressing; Skin care; Primary care; Rhinophyma; Nursing; Family medicine","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":[0.0005663713,0.0004573567,0.0007185339,0.001713813,0.0009687846,0.001989657,0.000718409,0.003404565,0.1109234],"category_scores_gemma":[0.006864018,0.000292709,0.0007216343,0.001576094,0.0002105297,0.001877024,0.001080952,0.00296928,0.04565945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170837,"about_ca_system_score_gemma":0.002336706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351082,"about_ca_topic_score_gemma":0.01504933,"domain_scores_codex":[0.9986796,0.0001862699,0.0002203416,0.00007529719,0.0007304088,0.0001080753],"domain_scores_gemma":[0.9941651,0.001347143,0.0008025002,0.0001194053,0.002844111,0.0007218051],"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":[0.00002283715,0.00004698642,0.0004619305,0.000469487,0.000005509719,0.000329168,0.0000322965,0.0000214597,0.00009064577,0.0002478043,0.8970789,0.1011929],"study_design_scores_gemma":[0.00001860876,0.00001843978,0.001194671,0.0007567618,0.00001154463,0.0009800686,0.00004852637,0.00002315308,0.00004011752,0.0001874969,0.9967152,0.000005447505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003781334,0.1064642,0.0008691413,0.2823309,0.08963878,0.0003303737,0.007854843,0.00101641,0.507714],"genre_scores_gemma":[0.01894183,0.2234472,0.005105385,0.2029244,0.0959391,0.0002754084,0.01399619,0.000373713,0.4389969],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1109234,"threshold_uncertainty_score":0.3710756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050621196209793,"score_gpt":0.2883695642978857,"score_spread":0.2678633523357877,"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."}}