{"id":"W4386232535","doi":"10.1016/j.resplu.2023.100457","title":"Stepwise approach to skills teaching in resuscitation: A systematic review","year":2023,"lang":"en","type":"review","venue":"Resuscitation Plus","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Universität Zürich","keywords":"Resuscitation; Medical education; Psychology; Medicine; Mathematics education; Anesthesia","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":[0.02553439,0.002189435,0.01104354,0.01088775,0.001046205,0.003378738,0.002467268,0.002195546,0.005106442],"category_scores_gemma":[0.07615911,0.001494014,0.01291581,0.01074278,0.001220842,0.004400909,0.002205242,0.001967084,0.0004365562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006062428,"about_ca_system_score_gemma":0.01988001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006728408,"about_ca_topic_score_gemma":0.02234049,"domain_scores_codex":[0.9761163,0.01055302,0.007246668,0.00128348,0.004378875,0.0004216196],"domain_scores_gemma":[0.9469315,0.03987471,0.007059036,0.0009739487,0.004642259,0.0005184186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003016962,0.00003555448,0.0003470211,0.9494281,0.009729167,0.00005429855,0.0001844705,0.0001128882,0.000120552,0.0001927794,0.0007344335,0.0387592],"study_design_scores_gemma":[0.0006973508,0.0004432168,0.001949279,0.920021,0.06674568,0.0002472747,0.0002884454,0.0001606025,0.0002088665,0.0002909143,0.008902202,0.00004516957],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001437746,0.9946032,0.0005571728,0.0002833982,0.0001989454,0.002363051,0.0002629743,0.00001905786,0.0002744221],"genre_scores_gemma":[0.01841295,0.9727339,0.003607204,0.0006453757,0.0001069511,0.004077074,0.0002590204,0.000009217508,0.0001482469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02553439,"threshold_uncertainty_score":0.1350404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129268827383791,"score_gpt":0.4512749572001403,"score_spread":0.3383480744617612,"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."}}