{"id":"W4295775572","doi":"10.1055/a-1897-4835","title":"Educational interventions to improve ergonomics in gastrointestinal endoscopy: a systematic review","year":2022,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; PsycINFO; Psychological intervention; MEDLINE; Systematic review; Scopus; Clinical study design; Cochrane Library; Human factors and ergonomics; Meta-analysis; Poison control; Clinical trial; Nursing; Emergency medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.01007634,0.001460596,0.007385869,0.007034055,0.0006785085,0.00240866,0.001665944,0.002062425,0.005467086],"category_scores_gemma":[0.04680501,0.001083817,0.007323395,0.00657826,0.0007213455,0.002187427,0.001242867,0.00158598,0.0003579069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163432,"about_ca_system_score_gemma":0.01295796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007959601,"about_ca_topic_score_gemma":0.02339455,"domain_scores_codex":[0.9908211,0.00420884,0.002539271,0.0004921776,0.001656587,0.0002820934],"domain_scores_gemma":[0.9674149,0.02392602,0.005327511,0.0003523801,0.002564954,0.0004143099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002525782,0.00006559891,0.0005691969,0.9529235,0.00595987,0.00004708099,0.0001854757,0.0000889839,0.00008425091,0.0001006556,0.0007743005,0.0389486],"study_design_scores_gemma":[0.0008238921,0.0004827795,0.005099156,0.9353555,0.04914479,0.0001751682,0.0003225293,0.0001364103,0.0001713469,0.0001666624,0.008086609,0.00003518907],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002157266,0.9956952,0.0002273017,0.0003499862,0.0001255631,0.0009104511,0.0002020638,0.00001510582,0.0003170453],"genre_scores_gemma":[0.03038049,0.9649528,0.00167329,0.0006540442,0.000137341,0.001894318,0.0001559458,0.000005945811,0.0001458796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01007634,"threshold_uncertainty_score":0.05328935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913578419030555,"score_gpt":0.5650436808883526,"score_spread":0.3736858389852971,"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."}}