{"id":"W2914553746","doi":"10.1097/01.nep.0000000000000445","title":"Concept Mapping During Simulation Debriefing to Encourage Active Learning, Critical Thinking, and Connections to Clinical Concepts","year":2019,"lang":"en","type":"article","venue":"Nursing Education Perspectives","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College","funders":"","keywords":"Debriefing; Critical thinking; Psychology; Medical education; Social psychology; Medicine; Mathematics education","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":[0.01122575,0.0009735628,0.000463073,0.0007035332,0.0009624748,0.0009302411,0.0009151079,0.0007561986,0.003364564],"category_scores_gemma":[0.05011729,0.0003316702,0.0004882477,0.0003954355,0.001068438,0.001444147,0.001777851,0.001716181,0.0006180209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876967,"about_ca_system_score_gemma":0.001751126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000259598,"about_ca_topic_score_gemma":0.0007171613,"domain_scores_codex":[0.9907579,0.007580612,0.0002733802,0.0003934456,0.00068072,0.0003137325],"domain_scores_gemma":[0.9617155,0.03156008,0.001539546,0.002019565,0.002097436,0.001067808],"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":[0.004234309,0.007904829,0.01009165,0.00383353,0.000185082,0.00143791,0.1418711,0.01046618,0.1771169,0.01087764,0.007069039,0.6249118],"study_design_scores_gemma":[0.004197568,0.04859489,0.06536991,0.00438162,0.0005778791,0.01122243,0.07725043,0.0854421,0.4108836,0.05363908,0.2370165,0.001424114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5972608,0.0006440918,0.3825089,0.001262701,0.0006479417,0.005349778,0.0001517876,0.000931657,0.0112424],"genre_scores_gemma":[0.7844163,0.0005005914,0.2064082,0.0003019982,0.0001022067,0.005974796,0.00009302273,0.0001254946,0.00207736],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01122575,"threshold_uncertainty_score":0.05936813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087986610684542,"score_gpt":0.4717113691440187,"score_spread":0.4308315030371733,"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."}}