{"id":"W2751273647","doi":"10.12968/npre.2017.15.9.432","title":"Dermatology prescribing update: Psoriasis","year":2017,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Psoriasis; Medicine; Dithranol; Dermatology; Plaque psoriasis; Primary care; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002079449,0.0003605852,0.0004787791,0.0001373301,0.001593801,0.0001630315,0.0008970155,0.0004335401,0.0008379106],"category_scores_gemma":[0.0002545301,0.0003357008,0.0002087843,0.00005251378,0.0003083727,0.0004988514,0.0002048632,0.0002986532,0.002013145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376622,"about_ca_system_score_gemma":0.00005760827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002410512,"about_ca_topic_score_gemma":0.00006531348,"domain_scores_codex":[0.9979391,0.0002265994,0.0003849087,0.0006123095,0.00006490257,0.00077218],"domain_scores_gemma":[0.9980957,0.0001033454,0.0003059859,0.001350848,0.00008202843,0.00006211564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001145717,0.0007465895,0.1202979,0.0000990289,0.002066799,0.0004243556,0.002858379,0.00001934053,0.2385934,0.01620391,0.05100202,0.5665424],"study_design_scores_gemma":[0.01063232,0.0001823823,0.08770238,0.0002931916,0.001186585,0.001047953,0.0009528983,0.00007354518,0.6137808,0.001621081,0.2809688,0.001558092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456865,0.004751591,0.0002226818,0.001645171,0.006333827,0.0005220441,0.00008145899,0.0003989157,0.04035788],"genre_scores_gemma":[0.9949679,0.0001254874,0.0004244292,0.0001423647,0.0001638552,0.00007832668,0.0001133142,0.00004659363,0.003937724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649844,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052386588271318,"score_gpt":0.2681129914306864,"score_spread":0.2375891255479732,"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."}}