{"id":"W3037137466","doi":"10.1093/jcag/gwaa020","title":"Self-assessment of Competence in Endoscopy: Challenges and Insights","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital; Western University; Queen's University; SickKids Foundation; University of Toronto","funders":"Ontario Ministry of Research, Innovation and Science; Canadian Child Health Clinician Scientist Program","keywords":"Self-assessment; Competence (human resources); Psychological intervention; Narrative review; Rigour; Narrative; Psychology; Applied psychology; Medicine; Social psychology; Nursing; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06969676,0.000581543,0.00220906,0.005058484,0.0008127205,0.006305589,0.002042584,0.00209593,0.001370171],"category_scores_gemma":[0.1725928,0.0005266881,0.001301525,0.004991571,0.005636248,0.006053022,0.003261358,0.002781385,0.000197368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005717185,"about_ca_system_score_gemma":0.01511416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436524,"about_ca_topic_score_gemma":0.02422724,"domain_scores_codex":[0.9448789,0.03663671,0.006504321,0.002419523,0.00876215,0.0007983291],"domain_scores_gemma":[0.681292,0.2785731,0.01304659,0.003280974,0.02253786,0.001269531],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001953967,0.00005784437,0.02698625,0.1166077,0.001128887,0.0003025982,0.02309521,0.0005631129,0.0002665953,0.02599841,0.01074951,0.7940485],"study_design_scores_gemma":[0.00009371876,0.0005356692,0.08490326,0.5855315,0.002072563,0.003310225,0.05953641,0.001511059,0.0008484474,0.04725655,0.2140518,0.000348899],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0068268,0.9696624,0.002210942,0.01809063,0.0005694295,0.00007292389,0.0001202628,0.000006496412,0.002440118],"genre_scores_gemma":[0.1866512,0.7983648,0.005779915,0.007458106,0.001002359,0.00030222,0.0001461178,0.0000152973,0.0002799511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9303032,"threshold_uncertainty_score":0.3685961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189328838740262,"score_gpt":0.2648231030220046,"score_spread":0.2429298146346019,"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."}}