{"id":"W2519414249","doi":"10.1016/j.jmig.2015.08.457","title":"In Situ Simulation: A Patient Safety Frontier","year":2015,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Simulation training; In situ; Audit; Frontier; Debriefing; Medical physics; Patient safety; Modality (human–computer interaction); Simulation; Computer science; Medical education; Human–computer interaction","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":[0.004038099,0.0006098508,0.0004370662,0.0003612236,0.0006672143,0.003835777,0.002000212,0.002674533,0.01282394],"category_scores_gemma":[0.008287224,0.0002714208,0.0005584661,0.0002383298,0.002057168,0.003077915,0.002956931,0.003667167,0.001104066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083277,"about_ca_system_score_gemma":0.003214759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008189139,"about_ca_topic_score_gemma":0.001057789,"domain_scores_codex":[0.9983535,0.001079928,0.00005127304,0.00008894318,0.0002964651,0.0001299353],"domain_scores_gemma":[0.9915028,0.006254366,0.0002200693,0.0004951403,0.0005746222,0.0009530482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008391599,0.001518041,0.01185374,0.001628899,0.0002113539,0.001172123,0.003761851,0.0498965,0.006835461,0.4384954,0.07555913,0.4082283],"study_design_scores_gemma":[0.0003026484,0.002115049,0.003730734,0.003262206,0.00013631,0.004027158,0.008297242,0.09996961,0.008408444,0.4972413,0.3723377,0.0001716286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.08391639,0.02741193,0.4837142,0.231509,0.01170243,0.0002343121,0.0005020265,0.00125584,0.1597539],"genre_scores_gemma":[0.8181326,0.02008897,0.1329616,0.01061182,0.003038619,0.0002583836,0.0003783085,0.0002251868,0.01430457],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01282394,"threshold_uncertainty_score":0.04290032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468142088167031,"score_gpt":0.3430251950722253,"score_spread":0.298343774190555,"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."}}