{"id":"W2767586898","doi":"10.1016/j.gie.2017.10.040","title":"Impact of experience on self-assessment accuracy of clinical colonoscopy competence","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; Memorial University of Newfoundland; The Wilson Centre; St Joseph's Health Centre; SickKids Foundation; University of Toronto; Western University; St. Michael's Hospital","funders":"","keywords":"Medicine; Intraclass correlation; Colonoscopy; Competence (human resources); Self-assessment; Confidence interval; Endoscopy; Physical therapy; Competency assessment; Mean difference; Surgery; Psychometrics; Internal medicine; Clinical psychology; Psychology; Colorectal cancer","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":[0.008934344,0.0002577192,0.0004533656,0.0008535767,0.000402733,0.001880002,0.0005423168,0.0008733939,0.002627934],"category_scores_gemma":[0.1107895,0.0002228906,0.0009222649,0.0004961792,0.0007116504,0.001703221,0.00141393,0.0009541429,0.0003300873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940531,"about_ca_system_score_gemma":0.0007626288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759236,"about_ca_topic_score_gemma":0.004088179,"domain_scores_codex":[0.9912419,0.004101939,0.001123607,0.0008751408,0.00191812,0.0007391744],"domain_scores_gemma":[0.8118965,0.1542182,0.01677571,0.004372837,0.007645394,0.005091297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000520525,0.0001766488,0.9874952,0.00003399212,0.0001324935,0.00009601482,0.000812523,0.0002582345,0.0001423179,0.00004783477,0.000175682,0.01010859],"study_design_scores_gemma":[0.0000183424,0.0007990417,0.9948629,0.00004576322,0.00009618311,0.0003771936,0.001075133,0.001822487,0.0002808949,0.0001193383,0.000471747,0.00003106095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968172,0.0003799239,0.0002584445,0.0002657646,0.0000391191,0.00001158064,0.00009327134,0.00001073429,0.002123941],"genre_scores_gemma":[0.9994759,0.00006711346,0.0001468962,0.00004286975,0.00001717704,0.000005077261,0.00006397035,0.000004729546,0.0001763746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008934344,"threshold_uncertainty_score":0.04724991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05982724459202637,"score_gpt":0.4475335327074236,"score_spread":0.3877062881153973,"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."}}