{"id":"W4392519140","doi":"10.1016/j.jaip.2023.12.040","title":"Managing CPAP Rhinitis","year":2024,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Nasal administration; Airway; Intensive care medicine; Sleep apnea; Anesthesia; Immunology","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":[0.0005041069,0.0006233455,0.0004827577,0.0009011758,0.001634381,0.001448383,0.0005439146,0.001633437,0.002871295],"category_scores_gemma":[0.00305899,0.0001684899,0.0006765337,0.0003276743,0.000350551,0.00105922,0.0008451371,0.002643727,0.001010587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005881946,"about_ca_system_score_gemma":0.00135264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040522,"about_ca_topic_score_gemma":0.002225941,"domain_scores_codex":[0.9993767,0.0001029022,0.00009395116,0.00007746231,0.0002155602,0.0001333879],"domain_scores_gemma":[0.9991072,0.0002068751,0.0001407409,0.00003138531,0.0001342871,0.000379544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004352758,0.0007791043,0.06435594,0.0008851077,0.0002139643,0.08057959,0.0008389383,0.0006204465,0.008160288,0.001561757,0.06211996,0.7794496],"study_design_scores_gemma":[0.0004195809,0.002612581,0.130333,0.005783062,0.000530461,0.5344028,0.005076136,0.004052399,0.006950431,0.006286168,0.3034156,0.0001377283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4408888,0.1962402,0.02279693,0.1049196,0.01596268,0.001069521,0.0002996436,0.001172206,0.2166505],"genre_scores_gemma":[0.8780043,0.04209054,0.01557649,0.0298516,0.01672602,0.0003808873,0.000381392,0.0001243007,0.01686441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002871295,"threshold_uncertainty_score":0.009605467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986925785626882,"score_gpt":0.4082205752477154,"score_spread":0.3683513173914466,"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."}}