{"id":"W4410575111","doi":"10.1371/journal.pone.0323643","title":"Breaking social media fads and uncovering the safety and efficacy of mouth taping in patients with mouth breathing, sleep disordered breathing, or obstructive sleep apnea: A systematic review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; London Health Sciences Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Mouthpiece; Sleep apnea; Mouth breathing; Apnea; Breathing; Hypopnea; Oral appliance; Systematic review; Polysomnography; MEDLINE; Dentistry; 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":[0.009643616,0.001112508,0.006168664,0.009319768,0.0007431835,0.002807708,0.001401345,0.002001261,0.002834616],"category_scores_gemma":[0.04766433,0.0008931955,0.007321939,0.007497281,0.001144827,0.00305684,0.001384462,0.001098042,0.0001885661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123537,"about_ca_system_score_gemma":0.009922951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327011,"about_ca_topic_score_gemma":0.01664199,"domain_scores_codex":[0.9908591,0.003540099,0.003349296,0.0005248914,0.00152093,0.0002056894],"domain_scores_gemma":[0.9551346,0.03295858,0.008055047,0.0004486906,0.003025355,0.0003776601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003968858,0.00004026027,0.001253536,0.9365796,0.008474147,0.0001244812,0.0004856643,0.00004752033,0.0001486617,0.0001190344,0.0006667828,0.05166337],"study_design_scores_gemma":[0.0003699332,0.0007694102,0.007666437,0.9069648,0.07173461,0.0004835002,0.001065889,0.0001087143,0.0002893528,0.0002095704,0.01028456,0.00005309175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003906132,0.9945806,0.000100741,0.0002655801,0.0001004558,0.0005670357,0.0001779801,0.000005991786,0.0002954157],"genre_scores_gemma":[0.03720179,0.9600437,0.0008645473,0.0005144379,0.0001211698,0.0009674777,0.0001372259,0.000004360389,0.0001453453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009643616,"threshold_uncertainty_score":0.05100089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328047616452606,"score_gpt":0.2871003035729695,"score_spread":0.2542955419277089,"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."}}