{"id":"W2151575970","doi":"10.1186/1710-1492-4-3-130","title":"Ragweed as an Example of Worldwide Allergen Expansion","year":2008,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ragweed; Allergen; Environmental health; Immunology; Scale (ratio); Medicine; Geography; Allergy; Cartography","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":[0.0002790191,0.00028579,0.0002940065,0.0006197176,0.000281165,0.001106869,0.0001887744,0.0006339726,0.002053062],"category_scores_gemma":[0.0003252035,0.00005253156,0.00034467,0.001090157,0.0004886185,0.001210941,0.0006632503,0.0006501095,0.00030162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224377,"about_ca_system_score_gemma":0.0002000056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003455051,"about_ca_topic_score_gemma":0.0008865432,"domain_scores_codex":[0.999762,0.00006284749,0.00001543689,0.00003264604,0.00009256872,0.00003444872],"domain_scores_gemma":[0.9997184,0.0001114899,0.0001062183,0.00001680726,0.00002646507,0.00002070383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007723003,0.0003170859,0.1019326,0.009975297,0.0005804747,0.04724396,0.003830443,0.002431624,0.1778776,0.04895224,0.02043833,0.585648],"study_design_scores_gemma":[0.00004182165,0.00139864,0.2124625,0.001563405,0.0006742672,0.1663244,0.004644991,0.001572745,0.04362343,0.01670608,0.5508085,0.0001792744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4534158,0.4687972,0.009379586,0.008385799,0.001560192,0.00007281766,0.0002088722,0.0002445294,0.0579352],"genre_scores_gemma":[0.8211154,0.1657663,0.004127102,0.00156077,0.001005157,0.00001951096,0.0001326446,0.00002322476,0.006249975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002053062,"threshold_uncertainty_score":0.006868124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762758759474194,"score_gpt":0.3145234934045908,"score_spread":0.2668959058098488,"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."}}