{"id":"W4285594252","doi":"10.7717/peerj.13555","title":"Oral manifestations in young adults infected with COVID-19 and impact of smoking: a multi-country cross-sectional study","year":2022,"lang":"en","type":"article","venue":"PeerJ","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dry mouth; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Logistic regression; Taste; Young adult; Internal medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Pathology; Saliva; Food science; Biology","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":[0.001068331,0.0002891044,0.000509779,0.000834477,0.0006834968,0.0007955032,0.0003007502,0.0006328817,0.00153519],"category_scores_gemma":[0.0015584,0.0005876538,0.0006588955,0.0009577762,0.000279355,0.0007112636,0.0007430731,0.000605998,0.0003465097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422255,"about_ca_system_score_gemma":0.0002528539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420453,"about_ca_topic_score_gemma":0.007182663,"domain_scores_codex":[0.9994807,0.0001355594,0.00008654965,0.0001003894,0.0001057938,0.00009111419],"domain_scores_gemma":[0.9987674,0.0002291107,0.000520734,0.00008028044,0.0001679368,0.0002346578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003313083,0.00004706241,0.9991384,0.00001893992,0.00003080365,0.00004778298,0.0001902029,0.000005346066,0.0000989117,0.000004048466,0.00002337744,0.0003620356],"study_design_scores_gemma":[0.000003668848,0.0002237256,0.9986419,0.0000143518,0.00003070193,0.0002384403,0.0006872747,0.0000350585,0.00002275739,0.000004428587,0.00009423462,0.000003360277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992994,0.0002142986,0.00003976215,0.00001443912,0.000003274242,0.00002784165,0.000207877,0.000001041151,0.0001919773],"genre_scores_gemma":[0.9992587,0.0002280317,0.0001074476,0.00004979308,0.000005983093,0.00002662493,0.0002168339,9.836697e-7,0.0001056402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420453,"threshold_uncertainty_score":0.00878948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392354753605628,"score_gpt":0.3770891030663372,"score_spread":0.3331655555302809,"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."}}