{"id":"W2792861630","doi":"10.1093/jcag/gwy008.046","title":"A45 IMPACT OF AN ERGONOMIC INTERVENTION ON SIMULATED COLONOSCOPY PERFORMANCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital","funders":"","keywords":"Colonoscopy; Human factors and ergonomics; Checklist; Physical therapy; Test (biology); Intervention (counseling); Medicine; Psychology; Poison control; Nursing; Medical emergency; Colorectal cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867345,0.00009232975,0.0003265509,0.0003008308,0.0002697358,0.000003766537,0.0003350226,0.0002054275,0.0003491349],"category_scores_gemma":[0.0005380794,0.00007259725,0.0001872794,0.0001232209,0.00007729467,0.0001408225,0.00002771376,0.0005187658,0.00002408359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003865679,"about_ca_system_score_gemma":0.001171922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009572621,"about_ca_topic_score_gemma":0.2309888,"domain_scores_codex":[0.9972364,0.001019304,0.001045526,0.0000846737,0.0002479526,0.0003661818],"domain_scores_gemma":[0.9951209,0.0001887637,0.003274794,0.0001902036,0.001015504,0.0002098451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001935806,0.00006532122,0.9918729,0.00003623665,0.0001114975,6.696335e-7,0.0002265244,0.0008213905,0.00009859765,0.00001780007,0.004726076,0.00008716208],"study_design_scores_gemma":[0.001708227,0.005653381,0.9908411,0.0001993492,0.00003114122,0.000005941683,0.00004408564,0.001131073,0.00007399794,0.00006517942,0.0002178198,0.00002869685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964865,0.000002487626,0.000008479728,0.00109789,0.001921908,0.0002031585,0.00009805391,0.000002911353,0.0001786031],"genre_scores_gemma":[0.9986526,0.00000379995,0.00009661939,0.0006082576,0.0003277584,0.000001496986,0.000007952486,0.00001152892,0.0002899258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2214161,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661858075780656,"score_gpt":0.4065106557907751,"score_spread":0.3798920750329686,"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."}}