{"id":"W4390587075","doi":"10.1016/j.ijporl.2024.111856","title":"Percutaneous tracheostomy in the pediatric population: A systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Percutaneous; Pneumothorax; Tracheotomy; Airway obstruction; CINAHL; Population; MEDLINE; Airway; Surgery; General surgery; Psychological intervention","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":[0.002155419,0.001253444,0.006080919,0.005608081,0.0004960733,0.001948843,0.001471109,0.002042276,0.003932001],"category_scores_gemma":[0.01262804,0.0008073497,0.006396723,0.006700631,0.000695536,0.001972264,0.001313665,0.001174812,0.0002557339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642073,"about_ca_system_score_gemma":0.005198588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006347999,"about_ca_topic_score_gemma":0.02241028,"domain_scores_codex":[0.9977852,0.0004387266,0.0009654936,0.000328131,0.000374734,0.0001077456],"domain_scores_gemma":[0.9905145,0.006995805,0.001818983,0.000091048,0.000447352,0.000132279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003453273,0.00004242857,0.002892582,0.9326481,0.01620111,0.0003007588,0.0001441466,0.0001265186,0.0001964514,0.0001348241,0.002031438,0.04493641],"study_design_scores_gemma":[0.0006760428,0.0003446414,0.01581483,0.7597321,0.2005862,0.002066886,0.0005627118,0.0001390255,0.0002386863,0.0003222863,0.01942972,0.00008699967],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008348816,0.9987547,0.00004437699,0.00006442678,0.0000440547,0.00003995351,0.0001439466,0.000002602336,0.0000709103],"genre_scores_gemma":[0.007595803,0.991787,0.0001866834,0.0002200631,0.00004715214,0.00005442562,0.00007380188,0.000001623509,0.00003350565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006347999,"threshold_uncertainty_score":0.01315385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897020394099453,"score_gpt":0.3570375514842922,"score_spread":0.3280673475432976,"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."}}