{"id":"W4235979604","doi":"10.3410/f.717962606.793464547","title":"Faculty Opinions recommendation of Kinetics of mast cell, basophil, and oral food challenge responses in omalizumab-treated adults with peanut allergy.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Omalizumab; Food allergy; Peanut allergy; Oral immunotherapy; Basophil; Mast cell; Allergy; Basophil activation; Medicine; Milk allergy; Immunology; Immunoglobulin E; Antibody","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":[0.001187856,0.001802455,0.001554484,0.001736609,0.0003504166,0.001396579,0.002310714,0.002408475,0.02490455],"category_scores_gemma":[0.008124355,0.0005284353,0.002120102,0.002079884,0.0002005317,0.0007285047,0.0008649242,0.001379198,0.01671429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245279,"about_ca_system_score_gemma":0.001880661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152292,"about_ca_topic_score_gemma":0.04932572,"domain_scores_codex":[0.9991934,0.000128489,0.0001226872,0.0003100004,0.0001573869,0.00008816739],"domain_scores_gemma":[0.997332,0.0008590853,0.0005474708,0.0004879929,0.000455324,0.0003181185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009236565,0.0001406063,0.01209487,0.002092564,0.0005482858,0.00006743288,0.00001977585,0.0008886658,0.0003388526,0.0002043458,0.9730286,0.009652432],"study_design_scores_gemma":[0.006295022,0.0003401757,0.1524105,0.001561686,0.001729101,0.0007546818,0.0001135257,0.008908767,0.002507381,0.002077,0.8231014,0.0002008854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009835075,0.0001810682,0.00007054743,0.0001332556,0.00002683894,0.00002117184,0.9980715,0.00021104,0.0003010769],"genre_scores_gemma":[0.002699108,0.0001211964,0.0003631593,0.0001112719,0.00001654541,0.0001175245,0.9958835,0.00002979253,0.0006578655],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02490455,"threshold_uncertainty_score":0.083314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035856269801398,"score_gpt":0.3435848153101819,"score_spread":0.303226252612168,"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."}}