{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004189707,0.0004712608,0.001007723,0.0005237724,0.0006944264,0.00004967176,0.0005968458,0.0006987099,0.00002892708],"category_scores_gemma":[0.003138925,0.0003333701,0.001215497,0.002766692,0.0002006869,0.000370587,0.00006927433,0.001860832,0.000005920826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361729,"about_ca_system_score_gemma":0.001286339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121664,"about_ca_topic_score_gemma":0.000192819,"domain_scores_codex":[0.9923037,0.001528557,0.003342792,0.0004833728,0.001430455,0.0009111446],"domain_scores_gemma":[0.9782022,0.01454097,0.001992242,0.001149382,0.003628217,0.0004870168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007117765,0.0001300888,0.2891358,0.0007181727,0.00004038905,6.251022e-7,0.004739668,0.7009797,0.00000572588,0.0004694186,0.00009019097,0.002978442],"study_design_scores_gemma":[0.004365066,0.0005636995,0.2650242,0.0007087229,0.00009663613,0.00001870009,0.001913696,0.7208913,0.00002459935,0.005112694,0.001028945,0.0002518161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707663,0.002863513,0.003795511,0.1146764,0.003091477,0.00466256,0.00004234598,0.00008283153,0.00001897551],"genre_scores_gemma":[0.9902103,0.00007290534,0.001045248,0.007416438,0.0009896995,0.00003830631,0.00004765813,0.0001062942,0.00007315068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119444,"threshold_uncertainty_score":0.9999118,"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."}}