{"id":"W4229055249","doi":"10.1016/j.chest.2022.01.012","title":"A 68-Year-Old Woman With Refractory Cough and Insidious Tracheal Thickening","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Chronic cough; Atopy; Prednisone; Refractory (planetary science); Vomiting; Asthma; Productive Cough; Pediatrics; Surgery; Anesthesia; Internal medicine; Lung","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":[0.0003218723,0.002019022,0.001420727,0.002368724,0.003610491,0.001150219,0.0008508879,0.005186681,0.003561126],"category_scores_gemma":[0.003107494,0.001179052,0.001169231,0.001264461,0.00101377,0.002237867,0.001494084,0.003295787,0.001442955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125558,"about_ca_system_score_gemma":0.000870851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014975,"about_ca_topic_score_gemma":0.002821667,"domain_scores_codex":[0.9996051,0.00003074462,0.00004048456,0.0001083859,0.00004429519,0.0001709631],"domain_scores_gemma":[0.9987022,0.0003486433,0.000137251,0.00007038913,0.00007789501,0.0006636127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006136294,0.00006927374,0.01011421,0.00001616714,0.000005777501,0.9884255,0.000112364,0.00001825448,0.0004471564,0.00005522562,0.0002101213,0.0004646342],"study_design_scores_gemma":[0.00003089633,0.0002671949,0.0262122,0.00004141742,0.00003263785,0.9712182,0.0005962987,0.000177407,0.0001996118,0.0002184309,0.0009813914,0.00002426108],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679317,0.004734491,0.001253074,0.005688738,0.001571283,0.0002151088,0.0006590661,0.0001292,0.01781728],"genre_scores_gemma":[0.9899145,0.00202397,0.0005491225,0.002306229,0.001726533,0.00003087735,0.0002750856,0.00002340313,0.003150365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005186681,"threshold_uncertainty_score":0.01191318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718188653385498,"score_gpt":0.2811551374122045,"score_spread":0.2539732508783495,"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."}}