{"id":"W2995903475","doi":"10.1002/lary.28461","title":"Competency‐Based Assessment Tool for Pediatric Tracheotomy: International Modified Delphi Consensus","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta Hospital; University of Toronto; Montreal Children's Hospital; Western University; Victoria Hospital; University of Ottawa; McGill University; Stollery Children's Hospital; Izaak Walton Killam Health Centre; Hospital for Sick Children; Alberta Hospital Edmonton; University of British Columbia; Dalhousie University; SickKids Foundation; BC Children's Hospital","funders":"Hospital for Sick Children","keywords":"Delphi; Likert scale; Delphi method; Tracheotomy; Task (project management); Medicine; Process (computing); Rating scale; Medical physics; Computer science; Psychology; Surgery; Artificial intelligence; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002948264,0.0001518208,0.0002440062,0.00006951823,0.00007623145,0.00002463483,0.0001931878,0.00006774136,0.0003862661],"category_scores_gemma":[0.00004081645,0.0001013116,0.0001449331,0.000121189,0.00004481411,0.00003592834,0.00002860388,0.0002040241,0.0001069561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005309456,"about_ca_system_score_gemma":0.0003487076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003017459,"about_ca_topic_score_gemma":0.000006621437,"domain_scores_codex":[0.9989309,0.00003896784,0.0002633391,0.0002364985,0.0002770257,0.0002532813],"domain_scores_gemma":[0.9992023,0.0002577871,0.00008985477,0.0002762539,0.0001075601,0.0000662996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009047443,0.006800046,0.6962224,0.003043247,0.001502507,0.0001099863,0.001905742,0.007419371,0.03706768,0.1391212,0.0556113,0.04214915],"study_design_scores_gemma":[0.03207732,0.002423059,0.6974872,0.0001773599,0.0009644286,0.00005798159,0.000703673,0.2223949,0.001584982,0.003771849,0.03730121,0.001056071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648998,0.0001832221,0.001904659,0.01851228,0.0005345951,0.001517233,0.00006176656,0.0001009197,0.01228555],"genre_scores_gemma":[0.991163,0.00002206453,0.003889912,0.002361933,0.0002598293,0.0001085055,0.0001096068,0.00002607216,0.00205909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149755,"threshold_uncertainty_score":0.4229343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801420616394684,"score_gpt":0.3013115007454705,"score_spread":0.2832972945815236,"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."}}