{"id":"W4391540550","doi":"10.3399/bjgp.2023.0411","title":"Online behavioural interventions for children and young people with eczema: a quantitative evaluation","year":2024,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health Research Southampton Biomedical Research Centre; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Department of Health and Social Care; Wellcome Trust; Programme Grants for Applied Research; National Eczema Association","keywords":"Psychological intervention; Medicine; Data science; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0390596,0.001025448,0.001480128,0.003141956,0.00135049,0.001106976,0.001130778,0.0007041962,0.00421701],"category_scores_gemma":[0.04686217,0.0006069908,0.001889034,0.00272762,0.001415541,0.001167721,0.002116826,0.0008313725,0.0003267185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004682034,"about_ca_system_score_gemma":0.007739947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006078444,"about_ca_topic_score_gemma":0.01100248,"domain_scores_codex":[0.9721031,0.02005782,0.002360782,0.0006862357,0.003828443,0.0009636281],"domain_scores_gemma":[0.9597371,0.02456419,0.004973811,0.001781206,0.007561421,0.001382208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01937467,0.03837847,0.04686791,0.0287852,0.00130681,0.0003919509,0.04226557,0.001055988,0.002910134,0.001209044,0.004870301,0.812584],"study_design_scores_gemma":[0.04118698,0.2057182,0.6065399,0.021484,0.005161558,0.0006983898,0.05813947,0.002600156,0.008811789,0.001828074,0.04741273,0.0004187085],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914066,0.002178838,0.00270113,0.0005853478,0.0001054983,0.07086442,0.003202003,0.0001113698,0.006185439],"genre_scores_gemma":[0.8394945,0.004353396,0.03106389,0.0003806953,0.0001052138,0.120549,0.001508401,0.00005096634,0.002493951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0390596,"threshold_uncertainty_score":0.2065694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751670515247756,"score_gpt":0.39311460086668,"score_spread":0.3455978957142025,"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."}}