{"id":"W2167447216","doi":"10.1186/s12895-015-0024-z","title":"Validation of the global resource of eczema trials (GREAT database)","year":2015,"lang":"en","type":"article","venue":"BMC Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research","keywords":"Medicine; Systematic review; Database; Randomized controlled trial; Cochrane Library; Atopic dermatitis; MEDLINE; Clinical trial; Meta-analysis; Pediatrics; Internal medicine; Dermatology; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3976307,0.00222142,0.0124268,0.04559851,0.002379833,0.01354946,0.008778125,0.006420791,0.02035585],"category_scores_gemma":[0.758182,0.003572912,0.01221882,0.03893923,0.003795485,0.01026882,0.01578289,0.003986172,0.004115894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004871613,"about_ca_system_score_gemma":0.0236315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185782,"about_ca_topic_score_gemma":0.006527551,"domain_scores_codex":[0.4952133,0.2206011,0.2200411,0.01827465,0.04313912,0.002730695],"domain_scores_gemma":[0.1436514,0.6211379,0.08029765,0.07913945,0.07149614,0.004277484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00896063,0.0003611073,0.02950625,0.6798441,0.03056402,0.0008713263,0.006370733,0.002468874,0.001964197,0.01648144,0.06651761,0.1560898],"study_design_scores_gemma":[0.01459864,0.001901532,0.06929033,0.4302315,0.0621555,0.002242662,0.002162792,0.003666094,0.003300514,0.01398161,0.3955843,0.0008846007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0688194,0.2648062,0.08679504,0.02731852,0.004733378,0.1050971,0.388899,0.004754314,0.04877699],"genre_scores_gemma":[0.2826912,0.03965671,0.2497157,0.0162414,0.00131465,0.2314641,0.1743333,0.002224937,0.002358019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3976307,"threshold_uncertainty_score":0.7428286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09692475201544129,"score_gpt":0.3567190952811019,"score_spread":0.2597943432656605,"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."}}