{"id":"W2324922854","doi":"10.1097/sih.0000000000000045","title":"Simulated Obstetrical Trauma","year":2014,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Ottawa Hospital","funders":"","keywords":"Medicine; Obstetrics","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":[0.0004564186,0.0005162893,0.0003138037,0.0008544208,0.0009491225,0.0007490392,0.0007025539,0.001205664,0.1421805],"category_scores_gemma":[0.00497507,0.0002510546,0.0004535098,0.0005566597,0.0002517332,0.0005729576,0.001816365,0.001106367,0.01525236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704208,"about_ca_system_score_gemma":0.001277336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071326,"about_ca_topic_score_gemma":0.002230435,"domain_scores_codex":[0.9995709,0.000123965,0.00006031054,0.00005448287,0.0001311963,0.00005915385],"domain_scores_gemma":[0.9990906,0.000380525,0.00007128454,0.00009937992,0.0001481361,0.0002100112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001604323,0.00169787,0.03281173,0.001251047,0.00004831606,0.09864172,0.001714781,0.006844328,0.002329048,0.01408542,0.4244287,0.4145427],"study_design_scores_gemma":[0.0003124084,0.001442366,0.01759553,0.000931053,0.00003463163,0.1056359,0.00202517,0.007260725,0.002136169,0.01041724,0.8521149,0.00009385704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2170873,0.005017661,0.0431025,0.03444606,0.01197711,0.007243466,0.01959084,0.00136152,0.6601737],"genre_scores_gemma":[0.7311977,0.006964016,0.05098136,0.007837643,0.002519299,0.004178565,0.01172681,0.0002883972,0.1843064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1421805,"threshold_uncertainty_score":0.475641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05811239605144084,"score_gpt":0.4004141264231864,"score_spread":0.3423017303717455,"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."}}