{"id":"W4392019044","doi":"10.2340/actadv.v104.24339","title":"Patient Preferences in the Treatment of Moderate-to-severe Atopic Dermatitis","year":2024,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"LEO Pharma; Coloplast; Savvaerksejer Jeppe Juhl og Hustru Ovita Juhls Mindelegat; LEO Fondet; H. Lundbeck A/S; Eli Lilly and Company; Galderma; Lundbeckfonden; Regeneron Pharmaceuticals; Novo Nordisk; Sanofi; Pfizer","keywords":"Atopic dermatitis; Medicine; Adverse effect; Dermatology; Pill; Preference; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004377652,0.0001345702,0.0002782203,0.0001942504,0.0002955198,0.0007798423,0.0001204823,0.000439484,0.002846259],"category_scores_gemma":[0.01075506,0.00007817832,0.0004181144,0.0001834724,0.000358253,0.0004064094,0.0003012435,0.0005087117,0.0001797913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334361,"about_ca_system_score_gemma":0.0003508957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000680354,"about_ca_topic_score_gemma":0.001069947,"domain_scores_codex":[0.9959305,0.003051874,0.0002319838,0.000119807,0.000500123,0.0001657649],"domain_scores_gemma":[0.9903566,0.007597169,0.001187722,0.0001718243,0.0002365902,0.0004500909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008807176,0.005516409,0.8582906,0.0006907384,0.0004720613,0.0007881627,0.008324193,0.002506345,0.006556401,0.001390671,0.002177013,0.1044803],"study_design_scores_gemma":[0.001152046,0.01581254,0.9373333,0.0003227937,0.0002926297,0.002801643,0.02074874,0.007081785,0.003547294,0.002199338,0.008569716,0.0001381742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984932,0.0001260327,0.0001971496,0.0001427051,0.000005137054,0.000030177,0.00003674603,0.00000189513,0.0009670174],"genre_scores_gemma":[0.999403,0.00005694197,0.0002831442,0.0001223372,0.000003557075,0.00001505467,0.00001626872,3.851295e-7,0.00009941109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004377652,"threshold_uncertainty_score":0.02315152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023283813834701,"score_gpt":0.2732973843772955,"score_spread":0.2500135705425945,"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."}}