{"id":"W2897787797","doi":"10.1136/bmjopen-2017-020570","title":"Comparison of simulation debriefs with traditional needs assessment methods: a qualitative exploratory study in a critical care community setting","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Ottawa Hospital","funders":"","keywords":"Medicine; Qualitative research; Exploratory research; Needs assessment; Nursing; Medical education; Gerontology; Family medicine","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":[0.07378411,0.0008578067,0.000722646,0.002987911,0.005360974,0.003707274,0.002698433,0.001474975,0.002263749],"category_scores_gemma":[0.1402977,0.0008555822,0.0006703681,0.001691802,0.0046624,0.004179465,0.006128814,0.001622796,0.0002750144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007177602,"about_ca_system_score_gemma":0.01190297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003060054,"about_ca_topic_score_gemma":0.006432413,"domain_scores_codex":[0.9160755,0.07408268,0.002244535,0.001409236,0.004110956,0.002077208],"domain_scores_gemma":[0.846642,0.1235478,0.00673289,0.003147026,0.01505129,0.004879064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007548612,0.001170785,0.01442542,0.001268467,0.00003743859,0.0007249591,0.915887,0.0004366175,0.003088217,0.001387666,0.00062125,0.06019736],"study_design_scores_gemma":[0.0001711947,0.002040918,0.0114227,0.001266037,0.00003420291,0.0006161447,0.9702434,0.001525163,0.002520228,0.001130692,0.008928156,0.0001012378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832629,0.000298024,0.01033808,0.001058133,0.00005465551,0.001931959,0.00007826816,0.00003829908,0.002939712],"genre_scores_gemma":[0.9807969,0.000437732,0.01367247,0.0003886176,0.00002606363,0.003761559,0.00007097733,0.00003146958,0.0008141383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07378411,"threshold_uncertainty_score":0.3902123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6590253265942293,"score_gpt":0.7076047647892101,"score_spread":0.04857943819498078,"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."}}