{"id":"W4328051192","doi":"10.1016/j.giec.2022.12.002","title":"Enhancing Ergonomics in Pediatric Endoscopy Training and Practice","year":2023,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; The Wilson Centre","funders":"Ontario Ministry of Research, Innovation and Science","keywords":"Medicine; Human factors and ergonomics; Endoscopy; Training (meteorology); Work (physics); Injury prevention; Physical therapy; Poison control; Medical education; Medical emergency; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002003537,0.001103557,0.002220639,0.00389786,0.0004318037,0.001515096,0.000922348,0.001515352,0.005375583],"category_scores_gemma":[0.003970982,0.0004287388,0.001669267,0.003300895,0.0004677414,0.001018129,0.001065281,0.001170034,0.0006074535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412963,"about_ca_system_score_gemma":0.004002604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129232,"about_ca_topic_score_gemma":0.03487174,"domain_scores_codex":[0.9989919,0.0002837784,0.0002120559,0.0001311767,0.0003022669,0.00007874658],"domain_scores_gemma":[0.9970233,0.001800205,0.0005805673,0.00003107415,0.0004513329,0.0001135936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483781,0.0002646834,0.001620449,0.1085737,0.0006976884,0.00008400008,0.0001719623,0.0001834274,0.0002897855,0.0005404829,0.006199744,0.8812257],"study_design_scores_gemma":[0.0003461769,0.001598502,0.06421256,0.4470437,0.009072507,0.001442749,0.001628051,0.0003843798,0.0008547073,0.001383656,0.4718813,0.0001516916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002324006,0.9993017,0.00002864918,0.0001181715,0.00008429982,0.000005751679,0.00001209626,0.000001952626,0.0002151329],"genre_scores_gemma":[0.002443922,0.9968603,0.0001908471,0.0002402505,0.00009870529,0.000009751669,0.00001402459,6.424823e-7,0.0001416054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01129232,"threshold_uncertainty_score":0.02245319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741572077891806,"score_gpt":0.5012001478994805,"score_spread":0.3270429401102999,"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."}}