{"id":"W2309539629","doi":"10.5603/imh.2015.0032","title":"Simulation as a suitable education approach for medical training in marine and off-shore industries: theoretical underpinning","year":2015,"lang":"en","type":"review","venue":"International Maritime Health","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Underpinning; Shore; Training (meteorology); Marine engineering; Engineering; Construction engineering; Environmental science; Computer science; Civil engineering; Geology; Oceanography; Meteorology; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002564939,0.0004018864,0.001400189,0.000834909,0.0001100929,0.00007722385,0.0002355954,0.000817719,0.0006777814],"category_scores_gemma":[0.003790905,0.0003932688,0.0001382052,0.0005167782,0.0001834015,0.0001555295,0.0001078864,0.0011005,0.00001228135],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216992,"about_ca_system_score_gemma":0.02851605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004679023,"about_ca_topic_score_gemma":0.0000220919,"domain_scores_codex":[0.9959069,0.0003315249,0.001535593,0.0007250205,0.001007532,0.0004934641],"domain_scores_gemma":[0.9950744,0.002504542,0.0005034603,0.0003116396,0.0008880357,0.0007179353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008595354,0.0002639972,0.001843708,0.008456214,0.00007834318,0.000003055813,0.001312796,0.0001908123,2.376359e-9,0.03402979,0.0005364229,0.9531989],"study_design_scores_gemma":[0.002471902,0.0005289112,0.0004048969,0.02359157,0.0002444246,0.000428336,0.005460722,0.0943604,5.226493e-8,0.01116084,0.860671,0.0006768691],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002326789,0.9677948,0.00269376,0.0128399,0.001740283,0.006853756,0.0001805128,0.0001561584,0.007508141],"genre_scores_gemma":[0.05364023,0.8947896,0.01257155,0.006151279,0.004488422,0.002722217,0.02370089,0.0003064373,0.001629418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.952522,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357932408521076,"score_gpt":0.4872546179584757,"score_spread":0.3514613771063682,"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."}}