{"id":"W2609678815","doi":"10.1016/j.gie.2017.03.408","title":"Sa1089 The Influence of Video-Based Feedback on Self-Assessment Accuracy of Procedural Skills","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; St. Michael's Hospital","funders":"","keywords":"Medicine; Competence (human resources); Self-assessment; Medical physics; Social psychology; Psychology","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":[0.003209407,0.0003969148,0.0004371021,0.0004120252,0.0001764158,0.0007094743,0.0003695507,0.0007940006,0.00470783],"category_scores_gemma":[0.06981251,0.0001688481,0.0003116225,0.0002240756,0.0002590374,0.0004490262,0.0003996314,0.000517807,0.0007007358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731997,"about_ca_system_score_gemma":0.0006918714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004074806,"about_ca_topic_score_gemma":0.002611687,"domain_scores_codex":[0.9975526,0.001397085,0.0001511066,0.0002261868,0.0005654166,0.0001075728],"domain_scores_gemma":[0.8994176,0.08952145,0.002641769,0.001271844,0.005676148,0.00147118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1242208,0.00562667,0.1342559,0.001446848,0.000902405,0.0003295562,0.002242042,0.01280706,0.1312045,0.0002495095,0.003100265,0.5836145],"study_design_scores_gemma":[0.0019558,0.06711462,0.7696919,0.0003864401,0.001191413,0.0007038092,0.001346147,0.0983823,0.05534861,0.0004863302,0.003200436,0.0001922249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964936,0.0001724623,0.001381315,0.00007017454,0.000086835,0.00002625985,0.0001038892,0.00008489421,0.001580512],"genre_scores_gemma":[0.9966763,0.00007406979,0.001535622,0.00005214642,0.000031457,0.00003383744,0.000120787,0.00003696459,0.001438882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00470783,"threshold_uncertainty_score":0.0169732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489225450762671,"score_gpt":0.292920576448145,"score_spread":0.2780283219405182,"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."}}