{"id":"W2973096175","doi":"10.1097/der.0000000000000520","title":"Real-World Outpatient Prescription Patterns for Atopic Dermatitis in the United States","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Medical prescription; Dermatology; Family medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592958,0.0001491937,0.0002707895,0.0008686727,0.0003164013,0.0005754278,0.0002802348,0.0004282738,0.001120219],"category_scores_gemma":[0.002791632,0.0002155775,0.0003624175,0.00174941,0.0001895202,0.0004486251,0.0003993718,0.0005481447,0.0001644642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008640729,"about_ca_system_score_gemma":0.0005366108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03693041,"about_ca_topic_score_gemma":0.06171541,"domain_scores_codex":[0.9989614,0.0002490101,0.0002445676,0.0002034312,0.0002424698,0.00009903727],"domain_scores_gemma":[0.9960258,0.0006512431,0.00252264,0.0001119941,0.0002996419,0.0003886318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002574679,0.00002048702,0.9970613,0.00001962094,0.00002945967,0.00004527843,0.00005787494,0.00004204934,0.00005071925,0.00001873601,0.0007562939,0.001872453],"study_design_scores_gemma":[0.000002848967,0.00001493289,0.9991351,0.00002141176,0.000008887273,0.0001818431,0.0001646208,0.0001452922,0.00001720236,0.00001126842,0.0002939868,0.000002747947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925758,0.001612593,0.00008441298,0.0004598394,0.00001350756,0.00001341559,0.004279985,0.00001357137,0.000946951],"genre_scores_gemma":[0.9965163,0.000765513,0.0001860995,0.0002296539,0.00001930115,0.00001424304,0.002169224,0.000002962853,0.00009669497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693041,"threshold_uncertainty_score":0.0734309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700089408279433,"score_gpt":0.2722561839430351,"score_spread":0.2552552898602408,"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."}}