{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444486,0.0006896178,0.00107835,0.002430364,0.0003717981,0.002127287,0.001045834,0.002577844,0.004065625],"category_scores_gemma":[0.00343355,0.0002372077,0.0009513852,0.001971163,0.001390085,0.001973492,0.001520759,0.002188465,0.0009747712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193845,"about_ca_system_score_gemma":0.003056962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928649,"about_ca_topic_score_gemma":0.002980744,"domain_scores_codex":[0.9990606,0.0004553096,0.0001219346,0.00009489543,0.0002224481,0.00004479837],"domain_scores_gemma":[0.9972866,0.002180091,0.0001898167,0.00004946747,0.0002053787,0.00008860621],"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":[0.0000640406,0.0001368497,0.0004375767,0.05327817,0.0001630964,0.0001546762,0.0006750783,0.001146451,0.000467252,0.02988248,0.007184283,0.90641],"study_design_scores_gemma":[0.00005250418,0.0002233847,0.003738531,0.1207665,0.0004509798,0.00266741,0.001115409,0.0009016496,0.0005922023,0.02635598,0.8430659,0.00006962536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003315712,0.9947973,0.0007907692,0.00104198,0.000164026,0.00002711027,0.00001255664,0.000007584928,0.0028272],"genre_scores_gemma":[0.005599453,0.9917856,0.001455966,0.0004739544,0.0001246615,0.00004971833,0.00002475289,0.000003716988,0.0004821656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004065625,"threshold_uncertainty_score":0.01360089,"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."}}