{"id":"W4318197207","doi":"10.1089/derm.2022.29005.mgu","title":"Objective Sleep in Atopic Dermatitis: A Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Subgroup analysis; Polysomnography; Actigraphy; Sleep onset latency; Sleep (system call); Meta-analysis; Atopic dermatitis; Sleep onset; Cohort study; PsycINFO; Internal medicine; Pediatrics; MEDLINE; Insomnia; Circadian rhythm; Psychiatry; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002053294,0.0006294958,0.007234173,0.001761465,0.00008557337,0.0000502015,0.0002941078,0.0005635822,0.001491809],"category_scores_gemma":[0.0002587906,0.0004967902,0.004875182,0.002819606,0.0001232839,0.0001427222,0.0001255777,0.0006205846,0.002188948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487948,"about_ca_system_score_gemma":0.0002934719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452038,"about_ca_topic_score_gemma":0.0004866816,"domain_scores_codex":[0.9965305,0.000580679,0.001345647,0.0006215608,0.0004151253,0.0005065442],"domain_scores_gemma":[0.9977835,0.0006119603,0.0004329074,0.0008564993,0.00009000873,0.0002251575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001825287,0.0003659978,0.001930969,0.06512032,0.684362,0.01313928,0.0006146256,0.000009662256,2.918281e-9,0.0004131761,0.1185686,0.1154735],"study_design_scores_gemma":[0.0002269588,0.000007660426,0.004759825,0.0009840743,0.4319402,0.000571633,0.00003048552,0.00003233282,2.248667e-7,0.0001895145,0.5609389,0.0003182308],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007120103,0.9927159,0.0000599506,0.00063726,0.000150756,0.001209423,0.0003781986,0.0002219935,0.004619404],"genre_scores_gemma":[0.0005541313,0.9930048,0.0001276686,0.002417529,0.00006682742,0.001215475,0.001118081,0.00008273315,0.001412767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4423703,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581206803831914,"score_gpt":0.3611492135852733,"score_spread":0.2753371455469542,"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."}}