{"id":"W4383816560","doi":"10.3389/fped.2023.1189722","title":"Case report: Foreign body aspiration requiring extracorporeal membrane oxygenation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Foreign body aspiration; Choking; Extracorporeal membrane oxygenation; Hypoxemia; Foreign body; Right Main Bronchus; Bronchoscopy; Pulmonologist; Surgery; Chest radiograph; Anesthesia; Respiratory distress; Physical examination; Intubation; Bronchus; Lung; Intensive care medicine; Respiratory disease; Radiography; 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":[0.001184831,0.000203441,0.0003650685,0.0009751587,0.0001081954,0.00002799445,0.00009103251,0.000259888,0.00005487311],"category_scores_gemma":[0.001765761,0.0002013992,0.0001115124,0.00181188,0.00009298693,0.0002637417,0.00005800852,0.000387378,0.00004269194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806336,"about_ca_system_score_gemma":0.0002287656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005288743,"about_ca_topic_score_gemma":0.00001015553,"domain_scores_codex":[0.9975494,0.00005416651,0.0007439576,0.0004619695,0.000728258,0.0004622802],"domain_scores_gemma":[0.9988353,0.0001176337,0.0002392545,0.0004099198,0.0001407404,0.0002571877],"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":[0.0003119537,0.0001963195,0.1819371,0.0005914454,0.00003713167,0.6807591,0.0003550395,0.0003174896,0.0003283727,0.001236443,0.1203991,0.01353042],"study_design_scores_gemma":[0.02354234,0.00492803,0.1309489,0.000494463,0.002418129,0.4519026,0.009481613,0.3004531,0.005166372,0.04745257,0.01944651,0.003765397],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661531,0.0005154649,0.01549373,0.0003870106,0.002346613,0.0009308848,0.00002462489,0.000512618,0.01363598],"genre_scores_gemma":[0.986872,0.0002003942,0.009177011,0.0001665821,0.001513443,0.00006738224,0.0005807888,0.00005812763,0.001364289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3001356,"threshold_uncertainty_score":0.821282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917529040996681,"score_gpt":0.282664370506959,"score_spread":0.2534890800969922,"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."}}