{"id":"W4414490903","doi":"10.1002/lary.70126","title":"Ergonomics of In‐Office Nasolaryngoscopy: Comparison Between Conventional and Pistol Grip Techniques","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Human factors and ergonomics; Poison control; Head (geology); Human 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":[0.001372537,0.0001571628,0.0004563255,0.000186563,0.0004212565,0.000008366757,0.0003439086,0.0002350971,0.0001448327],"category_scores_gemma":[0.0001813415,0.0001325123,0.00004061959,0.0003749098,0.0002132552,0.0001125131,0.0002879135,0.0007918105,0.00005930983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903872,"about_ca_system_score_gemma":0.0005153727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008121477,"about_ca_topic_score_gemma":0.0003859094,"domain_scores_codex":[0.9976585,0.0005392199,0.0009863772,0.000258556,0.0001978401,0.0003595033],"domain_scores_gemma":[0.9976449,0.001445361,0.0003624803,0.000350066,0.0001318779,0.00006529609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002580541,0.00007897337,0.9696825,0.000876001,0.00003470469,0.000001067628,0.0003354647,0.000002373604,0.0002292663,0.01439365,0.01267905,0.001428883],"study_design_scores_gemma":[0.0006581424,0.00005482249,0.9682053,0.0007862882,0.00003212551,7.296312e-7,0.0002669209,0.0001408227,0.0007268125,0.002355946,0.02666059,0.0001115445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840624,0.0009193649,0.0006307218,0.001813525,0.0004958957,0.001135906,0.0001073723,0.00007659568,0.01075821],"genre_scores_gemma":[0.9942214,0.00009746784,0.002027037,0.001119241,0.0001575007,0.0001449105,0.00006929002,0.00001837677,0.002144743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398153,"threshold_uncertainty_score":0.5403694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526966669438611,"score_gpt":0.449877175389341,"score_spread":0.3971805084454799,"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."}}