{"id":"W2567026668","doi":"10.2196/games.5526","title":"Design of a Serious Game for Handling Obstetrical Emergencies","year":2016,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serious game; Childbirth; Field (mathematics); Computer science; Medicine; Medical emergency; Multimedia; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009342195,0.001873904,0.000638938,0.0008827212,0.000531406,0.001537928,0.002442404,0.001276647,0.008715075],"category_scores_gemma":[0.002285173,0.0006327782,0.0009636763,0.0002061143,0.0006109938,0.001074,0.001669548,0.0008935035,0.001333592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005150877,"about_ca_system_score_gemma":0.001087689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347545,"about_ca_topic_score_gemma":0.001355395,"domain_scores_codex":[0.9992869,0.0002399731,0.00008190033,0.000124405,0.000161256,0.0001054722],"domain_scores_gemma":[0.99923,0.0003083326,0.0000425755,0.00003582154,0.0001736899,0.0002096139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004785783,0.00558628,0.0139809,0.007418497,0.0007398957,0.006553691,0.01113323,0.1451508,0.1955755,0.04028681,0.03205638,0.5367322],"study_design_scores_gemma":[0.002810579,0.007876251,0.01296661,0.001152226,0.0009533633,0.005632074,0.002248226,0.6620494,0.06052969,0.01507903,0.2280567,0.0006459366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09890246,0.0004791938,0.862303,0.0006496003,0.0003965749,0.007512975,0.0006117679,0.00698198,0.02216249],"genre_scores_gemma":[0.2220982,0.0003877029,0.7593799,0.0003509448,0.00003758091,0.00460566,0.0007510908,0.00040367,0.01198527],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008715075,"threshold_uncertainty_score":0.02915478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577237378579461,"score_gpt":0.3653750851693126,"score_spread":0.3076513473113665,"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."}}