{"id":"W3165877099","doi":"10.1016/j.sempedsurg.2021.151061","title":"Airway Clearance in Tracheomalacia","year":2021,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Airway; Medicine; Tracheomalacia; Intensive care medicine; Anesthesia","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":[0.0007652511,0.0005450893,0.0008357004,0.001277804,0.001039391,0.001377845,0.0007176296,0.003786175,0.005452097],"category_scores_gemma":[0.003473187,0.00024599,0.0004353132,0.0005261613,0.001355252,0.0009822367,0.001115066,0.002882106,0.001383576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087444,"about_ca_system_score_gemma":0.001135067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008417988,"about_ca_topic_score_gemma":0.0008349837,"domain_scores_codex":[0.9993603,0.0001160251,0.00008127243,0.00006044926,0.0001493145,0.0002327654],"domain_scores_gemma":[0.9993829,0.0002379906,0.0001189722,0.00002966394,0.00005933814,0.0001710679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001290985,0.0004563635,0.06610243,0.001010024,0.00007924852,0.635072,0.0009279508,0.001008261,0.007281431,0.007724355,0.02414623,0.2549008],"study_design_scores_gemma":[0.0001200698,0.0009707929,0.09320539,0.001183883,0.00006582713,0.8596654,0.001125471,0.002100434,0.004297701,0.006147929,0.03106833,0.00004881902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518634,0.1827061,0.008495748,0.04025984,0.007287654,0.0001682245,0.0002125255,0.0003882118,0.1086182],"genre_scores_gemma":[0.9662873,0.01741462,0.002024565,0.002073259,0.005958524,0.00005048164,0.0001161631,0.00004059456,0.00603452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005452097,"threshold_uncertainty_score":0.01823908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404764737421168,"score_gpt":0.2512083526194958,"score_spread":0.2371607052452841,"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."}}