{"id":"W4405296720","doi":"","title":"Escape Rooms for Health Professional Education: A scoping review.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medical education; Data science; Computer science; Medicine","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":[0.01160057,0.001042641,0.003189189,0.008332633,0.0009029993,0.00335725,0.001787332,0.002473527,0.006813869],"category_scores_gemma":[0.05504835,0.0008151585,0.003746547,0.009506519,0.001018218,0.002790014,0.002224154,0.00150165,0.0008236694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002906208,"about_ca_system_score_gemma":0.01443186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008006402,"about_ca_topic_score_gemma":0.02488784,"domain_scores_codex":[0.993656,0.002150147,0.002210036,0.000306191,0.001483168,0.000194473],"domain_scores_gemma":[0.9565714,0.0328513,0.005584912,0.0006337016,0.00389235,0.0004662554],"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":[0.0001456223,0.00003698657,0.0004114847,0.7991068,0.001259749,0.00007237885,0.000446049,0.00008222657,0.0001544151,0.0005639053,0.00791053,0.1898099],"study_design_scores_gemma":[0.00003907711,0.00005967367,0.001064527,0.9611233,0.00386702,0.0001079962,0.0003630454,0.00002455628,0.0000887231,0.0002109426,0.03303955,0.00001162342],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003669208,0.9977315,0.000131119,0.0004947637,0.0002121463,0.0002268026,0.0002759592,0.000009034366,0.0005517662],"genre_scores_gemma":[0.004136255,0.9941776,0.0004896201,0.0003803991,0.00005869021,0.0004060758,0.0001789231,0.000005298925,0.0001672426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01160057,"threshold_uncertainty_score":0.06135041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120855356232671,"score_gpt":0.5469873173789165,"score_spread":0.4261319611462455,"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."}}