{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009842218,0.0002338227,0.0003600483,0.0001116936,0.0003018186,0.00004347796,0.000111298,0.000168588,0.0003774809],"category_scores_gemma":[0.00007076337,0.0001802329,0.000118987,0.0001630262,0.0001772143,0.0001908914,0.00005666253,0.0002024801,0.0006516926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005639451,"about_ca_system_score_gemma":0.00006567899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005986103,"about_ca_topic_score_gemma":0.00001057332,"domain_scores_codex":[0.9985327,0.00005516599,0.0002552727,0.0004045843,0.0002108516,0.0005414878],"domain_scores_gemma":[0.9991142,0.00003580716,0.00006962689,0.0004452173,0.0001120392,0.0002231663],"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":[0.003249738,0.00277764,0.2402513,0.0007278304,0.001888464,0.00367984,0.01009266,0.00003766999,0.1019194,0.01044662,0.3931591,0.2317698],"study_design_scores_gemma":[0.01658484,0.00251062,0.0427647,0.001644434,0.001909509,0.004206319,0.001855187,0.01347958,0.3162905,0.0008844873,0.5961707,0.001699198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275292,0.0007787155,0.0008200951,0.002780741,0.0009810032,0.0006363509,0.000008144071,0.0003500572,0.06611569],"genre_scores_gemma":[0.9940006,0.00003291425,0.001723757,0.001299519,0.0005941035,0.00002655259,0.00003855208,0.00004317281,0.002240793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2300706,"threshold_uncertainty_score":0.8376407,"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."}}