{"id":"W2785092109","doi":"10.3399/bjgp18x694817","title":"Management of nut allergy in primary care","year":2018,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Oral allergy syndrome; Angioedema; Allergy; Anaphylaxis; Food allergy; Hay fever; Elimination diet; Asthma; Dermatology; Ingestion; Guideline; Pediatrics; Immunology; Internal medicine","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":[0.000498804,0.0003768977,0.000640511,0.000710033,0.00167068,0.00140275,0.0007062542,0.001801854,0.0184528],"category_scores_gemma":[0.00344125,0.0002268649,0.0005474709,0.0006458954,0.0003244065,0.001179468,0.00186009,0.002193935,0.004106246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695062,"about_ca_system_score_gemma":0.001664381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004233265,"about_ca_topic_score_gemma":0.007374062,"domain_scores_codex":[0.9991254,0.000190946,0.00008089573,0.0001225794,0.0002804958,0.0001996533],"domain_scores_gemma":[0.9987168,0.000224987,0.00021325,0.00003256532,0.0003171258,0.0004952592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002720993,0.001359851,0.07497218,0.004090522,0.000174806,0.04235363,0.002792781,0.000504625,0.002508768,0.002937427,0.4527451,0.4152882],"study_design_scores_gemma":[0.000601913,0.002213076,0.1922918,0.02119131,0.0002934699,0.1460675,0.006260548,0.002965513,0.001079731,0.01772363,0.6091202,0.0001912231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.137435,0.2791453,0.01056026,0.2569235,0.008521124,0.001810613,0.002621126,0.001565728,0.3014175],"genre_scores_gemma":[0.6413484,0.1697667,0.01705156,0.1193198,0.01716935,0.0006935187,0.003564021,0.0002796601,0.03080713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0184528,"threshold_uncertainty_score":0.06173074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171012474761179,"score_gpt":0.3137702212549513,"score_spread":0.2966689737788334,"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."}}