{"id":"W2079030349","doi":"10.1016/j.resuscitation.2015.04.004","title":"The use of high-fidelity manikins for advanced life support training—A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Medicine; Meta-analysis; Fidelity; Training (meteorology); MEDLINE; Medical education; Pathology","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":[0.007872709,0.001652631,0.01139094,0.002539288,0.0005513511,0.002573889,0.001651611,0.002107901,0.002798959],"category_scores_gemma":[0.02729047,0.001100477,0.0179041,0.003202054,0.0006997409,0.001817795,0.001400603,0.001972686,0.0001923225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664595,"about_ca_system_score_gemma":0.002351942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006719647,"about_ca_topic_score_gemma":0.02056302,"domain_scores_codex":[0.9937457,0.002281342,0.002375963,0.0006473376,0.0007931467,0.0001565583],"domain_scores_gemma":[0.9879027,0.008644756,0.002245908,0.0003563913,0.0007062157,0.0001439994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00513099,0.000195137,0.003832726,0.6462761,0.2985291,0.00008614798,0.0002731324,0.0003918234,0.0003515181,0.0001229695,0.0006225485,0.04418799],"study_design_scores_gemma":[0.002875915,0.001298765,0.01075582,0.08022675,0.900256,0.0001497831,0.0002595875,0.000285979,0.0002650285,0.0001791271,0.003365082,0.00008217037],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009978049,0.988748,0.0003637821,0.00008174164,0.0001477318,0.0002674356,0.0002098352,0.00001154621,0.0001919655],"genre_scores_gemma":[0.1759856,0.8187997,0.00297985,0.0006955463,0.0001764895,0.0006508527,0.0003931891,0.00002027059,0.0002984853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01139094,"threshold_uncertainty_score":0.04163539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363232664051603,"score_gpt":0.4050913350754365,"score_spread":0.1687680686702762,"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."}}