{"id":"W2005428070","doi":"10.1177/0037549713514545","title":"Special issue on medical simulation","year":2013,"lang":"en","type":"article","venue":"SIMULATION","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001664666,0.000119695,0.0001783828,0.0001117149,0.00008090516,0.00002981386,0.00004130947,0.0001697646,0.04410968],"category_scores_gemma":[0.0007275673,0.00009974348,0.00007888611,0.0002014692,0.00003344302,0.0001461422,0.0000134282,0.0001811276,0.003655242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005636842,"about_ca_system_score_gemma":0.00003507876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202514,"about_ca_topic_score_gemma":0.00000161831,"domain_scores_codex":[0.9985878,0.00004380962,0.0002901347,0.0002172212,0.0006769723,0.000184048],"domain_scores_gemma":[0.998798,0.000598731,0.00005968501,0.0001671518,0.0001455534,0.0002309389],"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":[0.0001522124,0.0001201885,0.004926858,0.00001086366,0.00001787277,0.00001044666,0.0001735186,0.5729407,0.000008520909,0.0004323469,0.0008408067,0.4203656],"study_design_scores_gemma":[0.002221139,0.0001128103,0.06176563,0.00004105897,0.00001273607,0.000001099855,0.00002774203,0.7420324,0.00002345407,0.0002893961,0.1933814,0.0000910692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5945076,0.000009537693,0.003149187,0.002466486,0.001135978,0.0009240457,0.000001617183,0.0003089144,0.3974967],"genre_scores_gemma":[0.9852219,0.000001225246,0.00009689656,0.0018569,0.0111894,0.000008054388,0.00005464299,0.00001877406,0.001552203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202746,"threshold_uncertainty_score":0.9971205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739566825034766,"score_gpt":0.3510915536964487,"score_spread":0.3136958854461011,"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."}}