{"id":"W2594907731","doi":"10.1016/j.chest.2017.03.005","title":"The Potential Role of Aspiration in the Asthmatic Airway","year":2017,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Airway; Intensive care medicine; Foreign body aspiration; Anesthesia; Immunology; Bronchoscopy","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":[0.001107134,0.0005065225,0.0006120133,0.002131671,0.001286667,0.002506009,0.0008318016,0.003538878,0.006723843],"category_scores_gemma":[0.007756156,0.0003529245,0.0006600303,0.0006605646,0.001441666,0.002527743,0.0009388314,0.001585842,0.001209584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476611,"about_ca_system_score_gemma":0.002017659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516386,"about_ca_topic_score_gemma":0.005574998,"domain_scores_codex":[0.9989702,0.0003304585,0.0001000333,0.00007399329,0.0003285075,0.0001967928],"domain_scores_gemma":[0.9971114,0.001547766,0.0005144345,0.00009981959,0.0003499821,0.0003765654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008284407,0.0006333145,0.6589463,0.0009242937,0.0001866807,0.1778115,0.001339584,0.0005999296,0.00599006,0.006190339,0.004073371,0.1424762],"study_design_scores_gemma":[0.0001285393,0.001598109,0.5119025,0.001875295,0.0003466198,0.4424134,0.005506213,0.006000751,0.00368501,0.007288695,0.01913775,0.0001170243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.746909,0.1524092,0.002916283,0.02187685,0.001269682,0.0001221508,0.0001619069,0.0001013563,0.0742336],"genre_scores_gemma":[0.9828821,0.01247043,0.0008451803,0.0007931073,0.001331192,0.0000116603,0.00003778536,0.000008669167,0.0016198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006723843,"threshold_uncertainty_score":0.02249354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899883406657233,"score_gpt":0.399773808737368,"score_spread":0.3607749746707956,"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."}}