{"id":"W2922331177","doi":"10.4253/wjge.v11.i3.209","title":"Simulation in endoscopy: Practical educational strategies to improve learning","year":2019,"lang":"en","type":"review","venue":"World Journal of Gastrointestinal Endoscopy","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital; SickKids Foundation; Western University","funders":"","keywords":"Debriefing; Pace; Computer science; Simulation training; Learning curve; Medical education; Focus (optics); Grounded theory; Training (meteorology); Medicine; Simulation; Qualitative research","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":[0.003728653,0.001311609,0.0013989,0.003352797,0.0003389801,0.002060215,0.001465589,0.002241962,0.005400477],"category_scores_gemma":[0.007217793,0.000388065,0.001653746,0.0019851,0.001197328,0.002872656,0.002042962,0.002393347,0.001331214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101971,"about_ca_system_score_gemma":0.002152547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242555,"about_ca_topic_score_gemma":0.002549722,"domain_scores_codex":[0.9977367,0.001225404,0.0003050282,0.000130279,0.0005341449,0.00006841046],"domain_scores_gemma":[0.9961001,0.003243053,0.0002447273,0.00009356743,0.0002278717,0.0000906897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005330675,0.0000998805,0.0002056406,0.05389073,0.0002289016,0.00006974292,0.0003335046,0.0007786209,0.0003651244,0.009632862,0.01145819,0.9228835],"study_design_scores_gemma":[0.0001097057,0.0003704643,0.001879918,0.09959508,0.0007693322,0.001714564,0.0005768715,0.0008437443,0.0009128535,0.01602927,0.8771107,0.00008754458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003234674,0.9926856,0.001944813,0.001503124,0.0003263643,0.00008440574,0.00002210736,0.00003290032,0.003077277],"genre_scores_gemma":[0.003945176,0.9880143,0.006442425,0.0007195397,0.0002215011,0.0001107572,0.00004877358,0.000006866075,0.0004907132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005400477,"threshold_uncertainty_score":0.01971924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08525308631649026,"score_gpt":0.4610367554328888,"score_spread":0.3757836691163985,"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."}}