{"id":"W4391597685","doi":"10.1097/gox.0000000000005583","title":"Instructional Video of a Standardized Interprofessional Postsimulation Facilitator-guided Debriefing of a Fatality in Plastic Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Debriefing; Facilitator; Psychology; Medical education; Medicine; Nursing; Social 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":[0.0005665819,0.0003130139,0.0001791745,0.0001909462,0.0002117054,0.0001605555,0.0004439728,0.0003571022,0.009483294],"category_scores_gemma":[0.001993213,0.0000942491,0.0001312692,0.00008486241,0.0001518024,0.000156133,0.0002930737,0.000309384,0.0005517046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290521,"about_ca_system_score_gemma":0.0005649819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853728,"about_ca_topic_score_gemma":0.003827221,"domain_scores_codex":[0.9998461,0.00006289103,0.00001058077,0.00002219121,0.00002374095,0.00003443496],"domain_scores_gemma":[0.9993129,0.0003412326,0.00005475526,0.0000257632,0.00006613689,0.0001991621],"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":[0.02411789,0.04560616,0.04430566,0.002315159,0.0001439928,0.002495408,0.005845255,0.00521054,0.1431559,0.0007312759,0.02119286,0.7048799],"study_design_scores_gemma":[0.007191597,0.1529103,0.6071135,0.001734058,0.0003836401,0.003733071,0.006638565,0.02447193,0.1167156,0.000913076,0.07794826,0.0002464202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9870056,0.0001721447,0.006119171,0.0001765656,0.0001257025,0.001858619,0.0005633487,0.0002062547,0.003772625],"genre_scores_gemma":[0.972376,0.0002773702,0.02090269,0.0001385731,0.00006282681,0.00178535,0.0007904368,0.00001006535,0.003656716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009483294,"threshold_uncertainty_score":0.03172481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05996903422112784,"score_gpt":0.3826352754171471,"score_spread":0.3226662411960193,"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."}}