{"id":"W4307342684","doi":"10.2196/40580","title":"Education During Ward Rounds: Systematic Review","year":2022,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Critical appraisal; Scopus; MEDLINE; Systematic review; Medical education; Medicine; Psychology; Qualitative research; Perception; Cochrane Library; Family medicine; Nursing; Alternative medicine; Meta-analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02043203,0.002114903,0.008493306,0.01090946,0.0009392228,0.003395189,0.002629516,0.002532203,0.00556154],"category_scores_gemma":[0.07999702,0.001523787,0.008102314,0.01387772,0.001476704,0.004294333,0.002215594,0.001864468,0.0005988203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005816562,"about_ca_system_score_gemma":0.02282645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007293282,"about_ca_topic_score_gemma":0.02050296,"domain_scores_codex":[0.9777869,0.00822678,0.007673847,0.001305027,0.004365347,0.0006420942],"domain_scores_gemma":[0.9271928,0.04786896,0.01596959,0.001227606,0.006948996,0.0007920137],"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":[0.0001063077,0.00001397123,0.0004565812,0.9766015,0.003965505,0.00008101554,0.0002788035,0.00005395511,0.00007004961,0.0000910744,0.0009957986,0.01728544],"study_design_scores_gemma":[0.0001524244,0.0001452656,0.002216676,0.9557407,0.03027994,0.0003018872,0.0004880721,0.00004936052,0.000131053,0.0001695459,0.01029627,0.00002883804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001502596,0.995656,0.0003141178,0.0003656156,0.0001756039,0.001208145,0.0004051008,0.00001690762,0.0003558671],"genre_scores_gemma":[0.0184551,0.9765424,0.001127904,0.0007188758,0.0001157456,0.002553668,0.0003047589,0.000009259935,0.000172421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02043203,"threshold_uncertainty_score":0.1080562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832678791209303,"score_gpt":0.631139113326043,"score_spread":0.3478712342051127,"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."}}