{"id":"W2121107427","doi":"10.1186/1710-1492-9-35","title":"Peanut Allergen Threshold Study (PATS): validation of eliciting doses using a novel single-dose challenge protocol","year":2013,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Government of Victoria; Victoria University","keywords":"Peanut allergy; Medicine; Allergen; Population; Allergy; Oral food challenge; Food allergy; Pediatrics; Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006940934,0.0002958708,0.0007665833,0.0002034114,0.0001709317,0.00003463676,0.0002413851,0.0003595991,0.0008257621],"category_scores_gemma":[0.0004268556,0.0002462232,0.0002209896,0.0002461058,0.0004721006,0.0002376988,0.0003607904,0.0006524529,0.00003854066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003136449,"about_ca_system_score_gemma":0.000124966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000369563,"about_ca_topic_score_gemma":0.0001297657,"domain_scores_codex":[0.9969923,0.0002767534,0.001227475,0.0006230322,0.0003543731,0.00052608],"domain_scores_gemma":[0.9981679,0.0003541368,0.0003506223,0.000528402,0.0004123379,0.0001866307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01334083,0.08143333,0.05013625,0.0008078552,0.02046575,0.0003070523,0.004362656,0.0001586469,0.4206128,0.01080601,0.0006420963,0.3969267],"study_design_scores_gemma":[0.06659839,0.09410412,0.7107823,0.001410031,0.0001321537,0.0004633874,0.01800333,0.00657561,0.01491842,0.002399062,0.08230114,0.002312031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802521,0.000277517,0.00008025415,0.0008938627,0.0001276163,0.01543684,0.000002250592,0.00005906306,0.002870459],"genre_scores_gemma":[0.9947883,0.0001513677,0.0006722604,0.0001314425,0.0002266001,0.003733073,0.0000156049,0.00004208702,0.0002392341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6606461,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103746483767234,"score_gpt":0.3960738098904971,"score_spread":0.2856991615137737,"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."}}