{"id":"W2605035389","doi":"10.1097/der.0000000000000273","title":"Eczema, Atopic Dermatitis, or Atopic Eczema: Analysis of Global Search Engine Trends","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907056,0.0002820588,0.0005926142,0.0107297,0.0002022035,0.001149533,0.0003649663,0.0002465867,0.001618401],"category_scores_gemma":[0.008744946,0.0001219516,0.0009520435,0.0141094,0.0003089413,0.001767537,0.0007920846,0.000318817,0.000351537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989788,"about_ca_system_score_gemma":0.0006545213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005581338,"about_ca_topic_score_gemma":0.009002102,"domain_scores_codex":[0.9984097,0.0002625594,0.0005170804,0.000290247,0.0003678972,0.0001526714],"domain_scores_gemma":[0.9890468,0.003570806,0.005204911,0.0004296034,0.0013187,0.0004291915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805999,0.00001176849,0.9825392,0.0007693998,0.000276496,0.00008929805,0.0002439479,0.0001480733,0.0002704208,0.0002382794,0.001543656,0.01368898],"study_design_scores_gemma":[0.000008989001,0.00007722625,0.9901714,0.00030599,0.0002527437,0.0009991052,0.0008299446,0.0007358675,0.000378374,0.0002002522,0.006025542,0.00001456116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405149,0.0162681,0.0008130931,0.0005870117,0.00004183583,0.0000934135,0.03702522,0.0001016673,0.004554803],"genre_scores_gemma":[0.9786895,0.004514774,0.00116698,0.0001502665,0.00006005462,0.00009484262,0.014876,0.00003929612,0.0004082654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107297,"threshold_uncertainty_score":0.01109773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287122406169955,"score_gpt":0.3238079579002906,"score_spread":0.300936733838591,"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."}}