{"id":"W4408110466","doi":"10.18176/jiaci.1063","title":"Use of a 24-Hour Hotline vs Voicemail for Off-Hour Support During Oral Immunotherapy for Food Allergy","year":2025,"lang":"en","type":"article","venue":"Journal of Investigational Allergology and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Oral immunotherapy; Hotline; Medicine; Immunotherapy; Allergy; Food allergy; Internal medicine; Immunology; Cancer; Computer science","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":[0.0006490254,0.0003320416,0.0005250203,0.0002622126,0.0008874718,0.0006567646,0.000496802,0.0007352575,0.02362156],"category_scores_gemma":[0.003165178,0.0001302573,0.0004277366,0.0001408116,0.0001524645,0.0004729189,0.000408726,0.0006524884,0.002997924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509386,"about_ca_system_score_gemma":0.0005144557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008258428,"about_ca_topic_score_gemma":0.001243733,"domain_scores_codex":[0.999529,0.0001666724,0.00003813211,0.00007323037,0.00006953609,0.0001234377],"domain_scores_gemma":[0.9983223,0.0005434086,0.0002798742,0.00007229935,0.0001218659,0.0006602148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04418412,0.01205572,0.1029695,0.001278002,0.0003859378,0.002446826,0.002204918,0.0003988562,0.02209982,0.0002512998,0.02608763,0.7856373],"study_design_scores_gemma":[0.008048293,0.096705,0.7711158,0.002246225,0.001984624,0.008086334,0.01142944,0.005070656,0.02426331,0.0007961065,0.06995924,0.0002948696],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793242,0.0014549,0.001169428,0.001474931,0.0009512291,0.0002656321,0.0003608703,0.0005111351,0.0144876],"genre_scores_gemma":[0.992374,0.0004387851,0.001965203,0.001080363,0.0004989214,0.0002000619,0.0001572175,0.00005587573,0.003229626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02362156,"threshold_uncertainty_score":0.07902199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08391133925424735,"score_gpt":0.3781252275918501,"score_spread":0.2942138883376028,"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."}}