{"id":"W2054853345","doi":"10.1097/rti.0000000000000091","title":"Chronic Pulmonary Microaspiration","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bronchiectasis; Asymptomatic; Radiology; Lung; Dysphagia; Air trapping; Pulmonary alveolar proteinosis; Subclinical infection; Pulmonary function testing; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001823093,0.00009102311,0.00018307,0.0001756334,0.0002793958,0.00002027941,0.0001797761,0.00003212112,0.0002628386],"category_scores_gemma":[0.00007988676,0.00007413302,0.00007751095,0.000111081,0.00001947172,0.0004340712,0.00008006033,0.0004364571,0.0001431739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235036,"about_ca_system_score_gemma":0.0001410498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007757585,"about_ca_topic_score_gemma":0.000002978165,"domain_scores_codex":[0.9985382,0.0003133479,0.0005484628,0.00009008245,0.0002386321,0.0002712672],"domain_scores_gemma":[0.9988486,0.0001198046,0.0006313974,0.0001466631,0.0001806344,0.00007289465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000713375,0.00006858267,0.07166145,0.0004963268,0.00007995031,0.00005951228,0.0005647889,0.0001124581,0.02237308,0.0018803,0.02675507,0.8758771],"study_design_scores_gemma":[0.0008459412,0.0001725981,0.04797061,0.001179766,0.0002526541,0.00006889648,0.001727538,0.01364364,0.001363386,0.004492847,0.9279438,0.0003382717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2335565,0.004442814,0.4218202,0.03425771,0.0105252,0.001089586,0.000002280702,0.0001676364,0.2941381],"genre_scores_gemma":[0.9906875,0.00004777261,0.00304579,0.00113408,0.001861388,0.000005113432,0.000002117079,0.00001858551,0.003197668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9011888,"threshold_uncertainty_score":0.3023057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886948175156494,"score_gpt":0.4311826755374936,"score_spread":0.4023131937859286,"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."}}