{"id":"W4214878102","doi":"10.1097/der.0000000000000859","title":"Longitudinal Course of Sleep Disturbance and Relationship With Itch in Adult Atopic Dermatitis in Clinical Practice","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Clinical Practice; Sleep disorder; Sleep (system call); Longitudinal study","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":[0.001065844,0.0001589043,0.0003094636,0.0008986836,0.0005023367,0.0007058501,0.0003755476,0.0004744073,0.001275355],"category_scores_gemma":[0.003836354,0.0002012212,0.0003701356,0.001326908,0.0002757911,0.0007054815,0.0006195251,0.0007997147,0.0002572776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488297,"about_ca_system_score_gemma":0.0004874418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008501707,"about_ca_topic_score_gemma":0.01190886,"domain_scores_codex":[0.99922,0.0001728809,0.0001383943,0.0001599402,0.0001815347,0.0001272388],"domain_scores_gemma":[0.9958633,0.000495552,0.002512305,0.000131235,0.0004466046,0.0005510325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002876843,0.0000185161,0.9992688,0.000004790017,0.0000128761,0.00002861568,0.00003677103,0.000008613113,0.00002497767,0.000002305462,0.00002934423,0.0005356449],"study_design_scores_gemma":[0.000002867366,0.00009655619,0.9994764,0.000005732,0.00000854852,0.000155711,0.0001034694,0.000079663,0.00001202419,0.000005881378,0.00005167654,0.000001464412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988095,0.0004807823,0.0000425151,0.0000718576,0.000004583917,0.0000146814,0.0002582283,0.000003375215,0.000314607],"genre_scores_gemma":[0.9994715,0.0001305324,0.00005864583,0.00002807012,0.000006156997,0.000008760577,0.0002394673,7.069578e-7,0.00005608007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008501707,"threshold_uncertainty_score":0.01690447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045098687172374,"score_gpt":0.3185452381738594,"score_spread":0.2980942513021356,"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."}}