{"id":"W4247017291","doi":"10.1002/lary.29126","title":"<scp>Competency‐Based</scp> Assessment Tool for Pediatric Esophagoscopy: International Modified Delphi Consensus","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of British Columbia; Alberta Hospital Edmonton; Montreal Children's Hospital; University of Toronto; Western University; Victoria Hospital; University of Ottawa; McGill University; BC Children's Hospital; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Likert scale; Delphi method; Delphi; Task (project management); Rating scale; Medicine; Medical physics; Medical education; Psychology; Computer science; Artificial intelligence; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09335273,0.0009075613,0.0006971812,0.003128338,0.001696842,0.002055771,0.001972595,0.001232583,0.006060137],"category_scores_gemma":[0.1088538,0.0006187417,0.001252483,0.001738027,0.002122018,0.002530081,0.00592128,0.001684662,0.001864824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003435958,"about_ca_system_score_gemma":0.01546437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401817,"about_ca_topic_score_gemma":0.003146558,"domain_scores_codex":[0.8495829,0.1215602,0.01123381,0.002454255,0.01226933,0.002899474],"domain_scores_gemma":[0.9282644,0.03727413,0.006848992,0.003412849,0.02222758,0.00197209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001520124,0.001392638,0.05339025,0.0097865,0.0003332157,0.001583809,0.1044991,0.01073248,0.01957862,0.01916037,0.07835338,0.6996695],"study_design_scores_gemma":[0.00246501,0.007266442,0.2231698,0.0164912,0.0005654336,0.008602845,0.1539989,0.1245221,0.04677772,0.06449413,0.3500003,0.001646196],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4095095,0.000746379,0.3779753,0.01250037,0.0008784941,0.1110174,0.001831144,0.0009859655,0.08455554],"genre_scores_gemma":[0.5461229,0.0005338758,0.3871074,0.002514431,0.0001552634,0.05796036,0.0009320402,0.0001986193,0.00447514],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09335273,"threshold_uncertainty_score":0.4937023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056637341018763,"score_gpt":0.3120604479340687,"score_spread":0.2814940745238811,"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."}}