{"id":"W3070211865","doi":"10.1002/lary.29020","title":"<scp>IVORY</scp> Guidelines (Instructional Videos in Otorhinolaryngology by <scp>YO‐IFOS</scp>): A Consensus on Surgical Videos in Ear, Nose, and Throat","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University; SickKids Foundation; University of Toronto; Hospital for Sick Children; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Otology; Nose; Medical physics; General surgery; Surgery","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":[0.01571544,0.0002693204,0.0002152201,0.001643367,0.001254784,0.001278186,0.0008054019,0.001323416,0.02362606],"category_scores_gemma":[0.04382671,0.0002076563,0.0002866348,0.001339414,0.00129675,0.001551056,0.002214001,0.001455679,0.005107595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085745,"about_ca_system_score_gemma":0.01074329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363553,"about_ca_topic_score_gemma":0.004903798,"domain_scores_codex":[0.9911067,0.005026972,0.001354902,0.000324957,0.001709624,0.0004768849],"domain_scores_gemma":[0.9583374,0.01558666,0.004284257,0.001265256,0.01637203,0.004154429],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003629458,0.0003473056,0.01457047,0.005230301,0.00002837361,0.001014991,0.01271053,0.0004600905,0.01093875,0.009674401,0.6072993,0.3373626],"study_design_scores_gemma":[0.0001558537,0.0006587867,0.07223587,0.009577034,0.00004342043,0.001716104,0.03548763,0.001982531,0.006836289,0.004948304,0.8662059,0.0001522005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2499415,0.009530474,0.05930278,0.1555296,0.00966176,0.02401637,0.006972095,0.001569462,0.4834759],"genre_scores_gemma":[0.7523326,0.008949382,0.1088625,0.02490734,0.001488859,0.01356329,0.005266683,0.0008118459,0.08381752],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9842846,"threshold_uncertainty_score":0.08311218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881685403075654,"score_gpt":0.3090811025337918,"score_spread":0.2602642485030353,"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."}}