{"id":"W4375868969","doi":"10.1109/icassp49357.2023.10095820","title":"On the Importance of Different Cough Phases for COVID-19 Detection","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Computer science; Inhalation; Complementarity (molecular biology); Medicine; Anesthesia; Pathology; Biology; Disease; Infectious disease (medical specialty)","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":[0.00557068,0.002064182,0.001412166,0.003276997,0.00125565,0.003001882,0.000937826,0.002434662,0.001866987],"category_scores_gemma":[0.01352884,0.0004491848,0.001345584,0.001137143,0.0009907669,0.002889839,0.001875579,0.001876893,0.002275977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573958,"about_ca_system_score_gemma":0.001270805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859324,"about_ca_topic_score_gemma":0.01387517,"domain_scores_codex":[0.9964813,0.0008989494,0.0002947375,0.0012236,0.0006164478,0.0004849995],"domain_scores_gemma":[0.9904596,0.007087792,0.0003895473,0.0005826807,0.001136454,0.0003439991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003354096,0.0007771404,0.2008587,0.001717239,0.0008040781,0.00105454,0.001017438,0.04685659,0.09348998,0.002044925,0.02750568,0.6205195],"study_design_scores_gemma":[0.00015026,0.001172281,0.1970461,0.0008293641,0.0008135563,0.002456452,0.001805975,0.7251495,0.04389315,0.004859304,0.02157676,0.0002472144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7311831,0.02789993,0.2041805,0.003575618,0.002062257,0.0007359856,0.00618512,0.007106369,0.0170711],"genre_scores_gemma":[0.9183018,0.00344671,0.06205322,0.0007720227,0.0007043862,0.0001644092,0.01072115,0.0005255723,0.003310568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007859324,"threshold_uncertainty_score":0.02946091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117822912535238,"score_gpt":0.4012847490741002,"score_spread":0.2895024578205764,"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."}}