{"id":"W4231251950","doi":"10.22541/au.161515471.10017438/v1","title":"A comparison of the burden of allergies to peanut and non-priority legumes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"AllerGen; Western University; University of Manitoba","funders":"","keywords":"Peanut allergy; Allergy; Business; Agricultural engineering; Agronomy; Medicine; Biology; Engineering; Food allergy; Immunology","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":[0.0008094932,0.0002910031,0.0002173238,0.001132745,0.0002594247,0.0005061451,0.0002163462,0.0003165229,0.001874369],"category_scores_gemma":[0.001237799,0.000100001,0.0002692311,0.0006168213,0.000178333,0.0004058254,0.0004126012,0.0002021026,0.0001256549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389565,"about_ca_system_score_gemma":0.0002617602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004879114,"about_ca_topic_score_gemma":0.005886198,"domain_scores_codex":[0.9995703,0.0001293197,0.00002075295,0.0001094057,0.0001072282,0.0000629709],"domain_scores_gemma":[0.9992533,0.0002598989,0.0002241843,0.00005472944,0.0001239713,0.00008381542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003783501,0.0003367039,0.9150122,0.000417501,0.0007132176,0.0004295038,0.001477469,0.0002710272,0.04526281,0.0003529247,0.0004801765,0.03146298],"study_design_scores_gemma":[0.000007197205,0.000425108,0.9973448,0.00001456376,0.00006165246,0.0001835502,0.0004206641,0.00005639395,0.0008084252,0.00005375773,0.0006213231,0.000002526329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997126,0.001146014,0.000103828,0.00005077196,0.000005360621,0.000007292502,0.0003330076,0.000001511664,0.001226259],"genre_scores_gemma":[0.9982929,0.0007370206,0.00008266355,0.00003417705,0.000006783206,0.000004392831,0.0003604607,0.000001311909,0.0004803099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004879114,"threshold_uncertainty_score":0.009701431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099043576861506,"score_gpt":0.2744204071789909,"score_spread":0.2434299714103758,"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."}}