{"id":"W6921296158","doi":"10.6084/m9.figshare.c.6825359","title":"Variants in transient receptor potential channels and toll-like receptors modify airway responses to allergen and air pollution: a randomized controlled response human exposure study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Allergen; Immune system; Receptor; Bronchoalveolar lavage; Exacerbation; Methacholine; Airway; Lung","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":[0.005283468,0.0020581,0.003137283,0.0004592221,0.0009109027,0.0009277434,0.001074313,0.00249616,0.003747989],"category_scores_gemma":[0.00330143,0.000932935,0.002066581,0.0006649189,0.001555202,0.0008060636,0.000709013,0.001790348,0.0005322385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912652,"about_ca_system_score_gemma":0.001182966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169678,"about_ca_topic_score_gemma":0.001132399,"domain_scores_codex":[0.9965486,0.002004857,0.000178979,0.0007162589,0.0002064337,0.0003448687],"domain_scores_gemma":[0.9970535,0.0008755459,0.0006725737,0.0005041973,0.0002833039,0.0006107686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9669111,0.01718495,0.007045948,0.0002817751,0.001797474,0.00005708562,0.00007357926,0.0001826094,0.003069151,0.00006243751,0.0002767338,0.003057121],"study_design_scores_gemma":[0.6644528,0.291279,0.03830219,0.00003268485,0.00278281,0.00005009008,0.00007345694,0.0008113119,0.001022562,0.0003052125,0.0008406782,0.00004718154],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924874,0.0008453041,0.001091028,0.0001652286,0.000234684,0.004198932,0.0005779486,0.0000501879,0.0003492686],"genre_scores_gemma":[0.9848474,0.0003747912,0.002070559,0.0004598568,0.0002890153,0.009584978,0.0005692494,0.00001529465,0.001788886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005283468,"threshold_uncertainty_score":0.027942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148968655331406,"score_gpt":0.238757263894751,"score_spread":0.207267577341437,"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."}}