{"id":"W4283066494","doi":"10.1186/s12887-022-03382-3","title":"Study protocol: assessing SleeP IN infants with early-onset atopic Dermatitis by Longitudinal Evaluation (The SPINDLE study)","year":2022,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College Cork; Health Research Board; Canadian Institute for Theoretical Astrophysics; Health Service Executive; Wellcome Trust; Wellcome","keywords":"Actigraphy; Medicine; Polysomnography; Atopic dermatitis; Pediatrics; Sleep (system call); Sleep disorder; Sleep onset latency; Observational study; Sleep onset; Confounding; Circadian rhythm; Physical therapy; Cognition; Electroencephalography; Internal medicine; Psychiatry; Insomnia; Dermatology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01025665,0.002857788,0.002724501,0.001434573,0.002545558,0.001471934,0.002379713,0.002207157,0.01809136],"category_scores_gemma":[0.009076521,0.001787883,0.001753839,0.00143956,0.001097937,0.001404955,0.001501506,0.001865422,0.0055962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667091,"about_ca_system_score_gemma":0.01027566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005682581,"about_ca_topic_score_gemma":0.009062343,"domain_scores_codex":[0.9959691,0.001810856,0.0007594616,0.0007047728,0.0004337024,0.000322063],"domain_scores_gemma":[0.9939057,0.0006281667,0.001324854,0.0008110655,0.002180052,0.001150148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4689007,0.04498301,0.229757,0.0213629,0.002044172,0.001526374,0.002461105,0.002543639,0.007484741,0.003225477,0.06812192,0.147589],"study_design_scores_gemma":[0.2453936,0.1281603,0.485198,0.006908421,0.001509675,0.0008171466,0.001886009,0.002732462,0.002859069,0.002154353,0.1219388,0.0004422361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04255007,0.0008958626,0.002645159,0.0003343296,0.0003138161,0.9361787,0.01421945,0.0001207166,0.002741903],"genre_scores_gemma":[0.01551451,0.0003498478,0.00338771,0.000274683,0.00007582804,0.9756109,0.00381366,0.000009077639,0.0009637665],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01809136,"threshold_uncertainty_score":0.0605216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999378300060061,"score_gpt":0.355300565119386,"score_spread":0.3153067821187853,"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."}}