{"id":"W4285588554","doi":"10.1002/lary.30286","title":"Documentation in Pediatric Microlaryngoscopy/Bronchoscopy: International Modified Delphi Consensus","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hospital for Sick Children; Montreal Children's Hospital; University of Toronto; SickKids Foundation; Western University","funders":"","keywords":"Medicine; Checklist; Bronchoscopy; Laryngoscopy; Delphi method; Documentation; Subglottic stenosis; Likert scale; Delphi; Airway; General surgery; Surgery; Medical physics; Intubation; Psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2761559,0.001159535,0.001137712,0.004985519,0.002709085,0.00231378,0.003400985,0.001940729,0.003208439],"category_scores_gemma":[0.2055417,0.001203093,0.001314921,0.003159537,0.004161315,0.003517455,0.01124398,0.00257473,0.00068554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792963,"about_ca_system_score_gemma":0.01762295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959439,"about_ca_topic_score_gemma":0.002258839,"domain_scores_codex":[0.6652584,0.2770867,0.02374366,0.00602742,0.02017152,0.007712239],"domain_scores_gemma":[0.8413226,0.09701641,0.01295234,0.006699048,0.03825982,0.003749756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001949349,0.001085241,0.06548351,0.009615419,0.0004594418,0.002004673,0.513657,0.006099774,0.01129588,0.01388573,0.0185247,0.3559393],"study_design_scores_gemma":[0.001609354,0.006291823,0.174714,0.01813147,0.0005162259,0.005520488,0.5677626,0.04554436,0.01793879,0.04610565,0.1145292,0.001336197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720922,0.002572136,0.1483302,0.007790959,0.0005553605,0.04384453,0.0003730004,0.0001900521,0.02425154],"genre_scores_gemma":[0.853853,0.001587992,0.1094455,0.001392447,0.0001398856,0.0322661,0.0002609975,0.00005035123,0.001003763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761559,"threshold_uncertainty_score":0.8926287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619754579467044,"score_gpt":0.2969160920882493,"score_spread":0.2807185462935788,"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."}}