{"id":"W2620323756","doi":"10.1097/der.0000000000000284","title":"Measuring Sleep Disturbance in Atopic Dermatitis: Patient-Reported Versus Objective Outcomes","year":2017,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Disturbance (geology); Sleep disorder; Dermatology; Sleep (system call); Psychiatry; Insomnia","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":[0.001709125,0.0001971055,0.0005472153,0.0003748728,0.0002856917,0.0007285814,0.0002407066,0.001997121,0.001599559],"category_scores_gemma":[0.007312806,0.00007053198,0.0002788502,0.0006291398,0.0002371844,0.0005413925,0.0002689112,0.001245459,0.0004478029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616542,"about_ca_system_score_gemma":0.0005071217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903433,"about_ca_topic_score_gemma":0.004336533,"domain_scores_codex":[0.9991435,0.0003521873,0.0001682467,0.00007449408,0.0001910891,0.00007046699],"domain_scores_gemma":[0.9960771,0.002480937,0.0004825603,0.00006563248,0.0006691392,0.0002246489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002090614,0.0003165257,0.6529499,0.001161518,0.00033498,0.005766572,0.0004664789,0.000299776,0.001080187,0.0007825358,0.1531207,0.1816302],"study_design_scores_gemma":[0.0008304322,0.002254092,0.8738485,0.003715816,0.000475651,0.02916673,0.002610229,0.001952402,0.00152563,0.003687473,0.07980034,0.0001328487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4300616,0.08491343,0.0009380218,0.4383967,0.0116073,0.0002173895,0.003295144,0.00007947858,0.03049107],"genre_scores_gemma":[0.8667918,0.02580022,0.001239099,0.08520424,0.0156634,0.0002643788,0.0007862363,0.00001716608,0.004233435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001997121,"threshold_uncertainty_score":0.009038806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917739284130054,"score_gpt":0.2664003537603853,"score_spread":0.2372229609190848,"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."}}