{"id":"W4367550822","doi":"10.1016/j.anai.2023.01.031","title":"The need for change","year":2023,"lang":"en","type":"letter","venue":"Annals of Allergy Asthma & Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Bausch Health; Covis Pharma; Teva Pharmaceutical Industries; Regeneron Pharmaceuticals; Aimmune Therapeutics; CSL Behring; Genentech; AstraZeneca; Pfizer","keywords":"Medicine; Oral immunotherapy; Peanut allergy; Omalizumab; Food allergy; Clinical trial; Randomized controlled trial; Dosing; Adverse effect; Allergy; Pediatrics; Placebo; Family medicine; Internal medicine; Alternative medicine; Immunology; Immunoglobulin E","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0199854,0.001544486,0.002430796,0.001817216,0.01827914,0.02036918,0.005305824,0.1712637,0.06073398],"category_scores_gemma":[0.09043048,0.001470725,0.003884862,0.001146412,0.0216726,0.02024804,0.01370199,0.1434403,0.02290202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172254,"about_ca_system_score_gemma":0.03764863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088071,"about_ca_topic_score_gemma":0.02380782,"domain_scores_codex":[0.9719571,0.006835063,0.001886799,0.003665595,0.008226176,0.007429311],"domain_scores_gemma":[0.9223892,0.02543556,0.003268689,0.003106232,0.009609155,0.03619111],"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":[0.0000238921,0.00003717509,0.000176139,0.00005322973,0.00001650278,0.0009004522,0.0003053465,0.00003198516,0.00008098635,0.009324068,0.9843523,0.004697976],"study_design_scores_gemma":[0.00009572806,0.00003438266,0.0004421627,0.0003967861,0.00001890575,0.0007994085,0.001770127,0.0001076428,0.00004872284,0.0234762,0.972749,0.00006085635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008588182,0.0006071109,0.00004396649,0.9784386,0.01806818,0.00000432066,0.000008482514,0.00001323844,0.002730352],"genre_scores_gemma":[0.001134075,0.0003500524,0.00009974287,0.9804361,0.01256621,0.000019119,0.000009283604,0.00001660084,0.00536871],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1712637,"threshold_uncertainty_score":0.2031754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216381420289515,"score_gpt":0.3644203377738895,"score_spread":0.242782195744938,"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."}}