{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002590557,0.0003856838,0.0003256776,0.0003752205,0.0004646429,0.0003980855,0.0002559823,0.0005781677,0.002732435],"category_scores_gemma":[0.00107609,0.0001307838,0.0001855476,0.0002982313,0.0006005687,0.0003996182,0.0003485747,0.0004641146,0.0003844315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104048,"about_ca_system_score_gemma":0.0004063697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006156185,"about_ca_topic_score_gemma":0.0007604292,"domain_scores_codex":[0.9997615,0.00003475201,0.00003325415,0.0000587874,0.00002880642,0.00008283475],"domain_scores_gemma":[0.9991212,0.0001774177,0.0003653716,0.00004354285,0.00009549385,0.0001969078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000301681,0.0001102836,0.8868333,0.0002984236,0.00005416719,0.07915074,0.0002800378,0.0001254576,0.01021982,0.0004008223,0.001196111,0.02102917],"study_design_scores_gemma":[0.00005885698,0.0004955605,0.3387302,0.0001542677,0.00004534853,0.6545078,0.0002838674,0.0004219386,0.00146133,0.0002626328,0.003568195,0.00001001897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860015,0.009948915,0.0009828323,0.0003601844,0.00007170105,0.00003506602,0.00009490705,0.00003358612,0.002471336],"genre_scores_gemma":[0.9980339,0.0008163936,0.0003056923,0.0002280632,0.0001714788,0.00001125368,0.00009668081,0.000003433319,0.0003331259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002732435,"threshold_uncertainty_score":0.009140849,"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."}}