{"id":"W4252643824","doi":"10.3410/f.717957807.793478085","title":"Faculty Opinions recommendation of Allergen specificity of IgG(4)-expressing B cells in patients with grass pollen allergy undergoing immunotherapy.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Allergen; Pollen; Allergy; Immunotherapy; Immunology; Medicine; Allergen immunotherapy; Biology; Botany; Immune system","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007988346,0.00157883,0.001550639,0.002143236,0.0003783828,0.001381789,0.001794323,0.002071432,0.03046636],"category_scores_gemma":[0.007850141,0.0004682419,0.001804965,0.002408131,0.0001963084,0.0007693432,0.001105275,0.001265646,0.02128893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009261725,"about_ca_system_score_gemma":0.001821635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897442,"about_ca_topic_score_gemma":0.0437903,"domain_scores_codex":[0.9992343,0.0001029059,0.0001396932,0.0002876424,0.0001388542,0.00009651632],"domain_scores_gemma":[0.9975553,0.0007585103,0.0005134305,0.0003619506,0.0004989246,0.0003118215],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005270041,0.00006607651,0.01583963,0.002334134,0.0003084515,0.00008265245,0.00002041825,0.0004662741,0.0004291039,0.0002117067,0.9695425,0.01017189],"study_design_scores_gemma":[0.002469009,0.0001656391,0.1360608,0.002215069,0.00102084,0.0009238041,0.0001248262,0.004414727,0.002233798,0.002212079,0.8480179,0.0001415824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007797053,0.0002256046,0.00009034343,0.0001194839,0.00003185244,0.00002033812,0.9980395,0.000193413,0.000499792],"genre_scores_gemma":[0.00271635,0.0001853616,0.0004557496,0.0001502574,0.0000190284,0.00008835211,0.9956715,0.00003401346,0.0006792612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9992012,"threshold_uncertainty_score":0.1019201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272509513705728,"score_gpt":0.2991630725665302,"score_spread":0.276437977429473,"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."}}