{"id":"W3129699286","doi":"10.1186/s12871-021-01264-2","title":"Safety of percutaneous dilatational tracheotomy (PDT) with the rigid tracheotomy endoscope (TED): a 6-month follow-up multicenter investigation","year":2021,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tracheotomy; Medicine; Percutaneous; Anesthesiology; Multicenter study; Surgery; Endoscope; Anesthesia; Randomized controlled trial","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":[0.0001989481,0.0002390325,0.0004665135,0.00006571714,0.0001247885,0.00001049516,0.0001377635,0.0001688813,0.0003034202],"category_scores_gemma":[0.0001626908,0.0001492163,0.0001572071,0.0002430711,0.0004424251,0.0000786914,0.00002187943,0.0002863053,0.00003051956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004401248,"about_ca_system_score_gemma":0.0004458555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007512835,"about_ca_topic_score_gemma":0.0004038423,"domain_scores_codex":[0.9983221,0.0002693697,0.0004147992,0.0004051804,0.0002696824,0.0003188175],"domain_scores_gemma":[0.9986202,0.0004936829,0.0001782494,0.0003535625,0.0002179303,0.0001364086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005557159,0.0007119474,0.9639862,0.0003966021,0.0002286754,0.0006693367,0.002934321,0.0003583194,0.0138331,0.002130156,0.0007027576,0.008491404],"study_design_scores_gemma":[0.00616845,0.001421081,0.968667,0.0001347326,0.0003902117,0.002769991,0.002287522,0.0006705133,0.004536382,0.0002188302,0.0124348,0.0003005259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943155,0.0007007418,0.0004316906,0.002884365,0.00006369947,0.0006181515,0.00001700566,0.00005808041,0.0009107759],"genre_scores_gemma":[0.9924666,0.00002564663,0.004842172,0.001122535,0.00008296734,0.0000626594,0.0002643512,0.00003241743,0.001100627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173205,"threshold_uncertainty_score":0.6084865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661047318124059,"score_gpt":0.2418088169671286,"score_spread":0.225198343785888,"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."}}