{"id":"W2099025327","doi":"10.1111/cea.12429","title":"Exposure to ‘farming’ and objective markers of atopy: a systematic review and meta‐analysis","year":2014,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopy; Meta-analysis; Medicine; Allergy; Sensitization; Asthma; Immunoglobulin E; Immunology; Inclusion and exclusion criteria; Publication bias; Atopic dermatitis; Internal medicine; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000778531,0.0005522679,0.01209841,0.0001967802,0.00005260965,0.00001547933,0.0001703212,0.0002966384,0.0002778933],"category_scores_gemma":[0.0004655816,0.0003372146,0.003302939,0.0004078573,0.0002732608,0.00003207987,0.0002526445,0.0002524549,0.00002128592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000392523,"about_ca_system_score_gemma":0.0001270664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009771057,"about_ca_topic_score_gemma":0.000002620415,"domain_scores_codex":[0.9955701,0.000948299,0.002151129,0.0007813704,0.000317665,0.0002314231],"domain_scores_gemma":[0.9970513,0.0007270392,0.0008131447,0.0006895765,0.00008805392,0.0006308977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000630242,0.0004185716,0.000009762916,0.8116129,0.1811683,0.00003853436,0.00005949651,5.572331e-8,6.202522e-7,0.00003603642,0.0003721254,0.006220521],"study_design_scores_gemma":[0.0004268374,0.001904343,0.00002248679,0.07770375,0.7957618,0.0000483239,0.0002229364,9.846497e-7,0.00000265364,0.000001716066,0.1234647,0.000439517],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005974534,0.996829,0.000009880679,0.00004725064,0.00004929325,0.002682517,0.00004211591,0.00002485936,0.0002553685],"genre_scores_gemma":[0.0006558155,0.9961636,0.0001517161,0.001703247,0.00006602649,0.0006373139,0.00003411627,0.00005100184,0.0005371852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7339091,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07159966387721324,"score_gpt":0.4333909837812853,"score_spread":0.3617913199040721,"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."}}