{"id":"W4372300755","doi":"10.3410/f.742509083.793598509","title":"Faculty Opinions recommendation of Allergen Immunotherapy Enhances Airway Epithelial Antiviral Immunity in Patients with Allergic Asthma (VITAL Study): A Double-Blind Randomized Controlled Trial.","year":2023,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma; Airway; Allergic asthma; Randomized controlled trial; Allergen; Allergen immunotherapy; Immunotherapy; Immunology; Allergy; Internal medicine; Immune system; Anesthesia","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":[0.004899336,0.001350317,0.002791544,0.0006144143,0.0007283738,0.001740998,0.002424174,0.002431635,0.09103563],"category_scores_gemma":[0.01841135,0.0005683421,0.003930786,0.001085446,0.0004281895,0.0009799033,0.001210394,0.001941403,0.01100971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115732,"about_ca_system_score_gemma":0.003425296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573165,"about_ca_topic_score_gemma":0.01202836,"domain_scores_codex":[0.9977881,0.001255173,0.0003004046,0.0003028425,0.0002173885,0.0001360333],"domain_scores_gemma":[0.9935761,0.002541112,0.001700311,0.0008837599,0.0007508009,0.0005479739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2233165,0.001695394,0.006449924,0.02974522,0.01336768,0.00008586607,0.00007414495,0.0007094944,0.0008276475,0.0009111587,0.6893259,0.03349103],"study_design_scores_gemma":[0.8132695,0.003188433,0.0226178,0.003954129,0.01293179,0.000126889,0.00007431799,0.00154762,0.0007074373,0.002147391,0.1392984,0.0001363059],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01209056,0.003815818,0.0007886794,0.003415855,0.000480514,0.005735554,0.9677883,0.0004606345,0.005424098],"genre_scores_gemma":[0.1178958,0.004282557,0.009046183,0.005742525,0.0007295678,0.05140238,0.792478,0.0003396925,0.01808342],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09103563,"threshold_uncertainty_score":0.3045445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239103587877654,"score_gpt":0.3489425365270559,"score_spread":0.3250321777392904,"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."}}