{"id":"W3007035577","doi":"10.1093/jcag/gwz047.154","title":"A155 VIDEO INTERVENTIONS TO IMPROVE SELF-ASSESSMENT ACCURACY IN GASTROINTESTINAL ENDOSCOPY: A SYSTEMATIC REVIEW","year":2020,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Queen's University; University of Toronto","funders":"","keywords":"Psychological intervention; Medicine; Video feedback; Systematic review; MEDLINE; Intervention (counseling); Endoscopy; Medical physics; Medical education; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008409947,0.001400109,0.008478093,0.009262805,0.0007779629,0.002657876,0.001752655,0.002353747,0.006155477],"category_scores_gemma":[0.04107441,0.001006037,0.006781236,0.007370831,0.0009239449,0.002636866,0.001473008,0.001428786,0.0003382228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004484981,"about_ca_system_score_gemma":0.009680127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008596427,"about_ca_topic_score_gemma":0.02317378,"domain_scores_codex":[0.9916471,0.003356127,0.002586905,0.0005542251,0.001613039,0.0002426306],"domain_scores_gemma":[0.968096,0.02295933,0.005921772,0.0003380024,0.002335979,0.0003488905],"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":[0.0003631389,0.00004479258,0.0004680539,0.9576197,0.007021003,0.00004691475,0.000144735,0.00004974583,0.000111485,0.00009075028,0.0006924131,0.03334724],"study_design_scores_gemma":[0.0009891951,0.0005838637,0.003893976,0.9238287,0.06232058,0.0001971695,0.000272848,0.0001217602,0.0001856422,0.0001647496,0.007405974,0.00003558481],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001739345,0.9964842,0.0001362283,0.0001943882,0.0001179501,0.000866855,0.000199762,0.00001145249,0.0002498685],"genre_scores_gemma":[0.02936325,0.9659594,0.001219623,0.0007258262,0.0001225368,0.002218548,0.0001844509,0.000006675321,0.0001997252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009262805,"threshold_uncertainty_score":0.04447657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188601720390494,"score_gpt":0.3311977001581587,"score_spread":0.3093116829542538,"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."}}