{"id":"W3134832083","doi":"10.1186/s41077-021-00160-6","title":"Translational simulation: from description to action","year":2021,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Translational research; Process (computing); Process management; Quality (philosophy); Computer science; Health care; Action (physics); Medicine; Management science; Knowledge management; Nursing; Engineering; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02638428,0.001372193,0.0008755152,0.002994011,0.004635958,0.01529356,0.004370315,0.005965492,0.01282043],"category_scores_gemma":[0.03002085,0.0007828622,0.00148292,0.002548973,0.02859586,0.01709077,0.01502642,0.006925469,0.002533474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046355,"about_ca_system_score_gemma":0.02074105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007062542,"about_ca_topic_score_gemma":0.004780299,"domain_scores_codex":[0.9710613,0.02346678,0.001191324,0.0009259176,0.002320476,0.001034223],"domain_scores_gemma":[0.9837176,0.01117128,0.0007415789,0.002013089,0.001119929,0.001236567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001844195,0.00004326798,0.0004060767,0.0003446295,0.00000923114,0.0001449023,0.008112918,0.003018634,0.0001255442,0.9534371,0.006317871,0.02802127],"study_design_scores_gemma":[0.00003108213,0.00009258592,0.0002483531,0.002324952,0.00001475936,0.0003050196,0.01375858,0.006758874,0.0004146755,0.7034169,0.2725762,0.00005796737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007317644,0.005752877,0.6645847,0.08624028,0.001710779,0.001355647,0.000364762,0.001053178,0.2316202],"genre_scores_gemma":[0.413772,0.01088787,0.5353311,0.01036145,0.0006335606,0.004492941,0.0008765398,0.0007135154,0.02293099],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02638428,"threshold_uncertainty_score":0.1395351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6562794987333782,"score_gpt":0.7154857040059187,"score_spread":0.0592062052725405,"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."}}