{"id":"W2169733443","doi":"10.1109/iembs.2006.260324","title":"Method and Apparatus for Intra-esophageal Cough Detection","year":2006,"lang":"en","type":"article","venue":"","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Chronic cough; GERD; Ambulatory; Medicine; Reflux; Catheter; Biomedical engineering; Anesthesia; Internal medicine; Surgery; Disease; Asthma","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":[0.001539938,0.001383557,0.0008354671,0.002117486,0.001239593,0.000439917,0.001894259,0.001876479,0.01514658],"category_scores_gemma":[0.001398446,0.0009628008,0.0006373895,0.0008836893,0.0006333068,0.0007595692,0.0008750465,0.002245042,0.01195785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304236,"about_ca_system_score_gemma":0.001135992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773476,"about_ca_topic_score_gemma":0.0005312696,"domain_scores_codex":[0.9985092,0.0001688137,0.0001546435,0.000512844,0.0005508065,0.0001036975],"domain_scores_gemma":[0.998805,0.0002784679,0.0001283759,0.0003909741,0.0002963447,0.0001007801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002970709,0.0003311638,0.001038597,0.0007487774,0.00002554677,0.0003456589,0.0002245056,0.0002723986,0.9318568,0.002516272,0.002565098,0.05977814],"study_design_scores_gemma":[0.0002544183,0.003956932,0.007673734,0.0002702033,0.0001587981,0.002746922,0.0002101824,0.005875375,0.7877349,0.0014975,0.1893807,0.000240338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0543373,0.002308628,0.9185126,0.0005468453,0.0009898879,0.008842002,0.002166593,0.004878197,0.007417871],"genre_scores_gemma":[0.0792578,0.002787737,0.8828032,0.0006347313,0.0002665333,0.02045575,0.001845306,0.0002870825,0.01166179],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01514658,"threshold_uncertainty_score":0.05067039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072315661410503,"score_gpt":0.3399164238352118,"score_spread":0.3191932672211068,"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."}}