{"id":"W3007948038","doi":"10.1111/medu.14132","title":"Peer simulation: More questions than answers","year":2020,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Curriculum; Value (mathematics); Psychology; Medical education; Mathematics education; Computer science; Pedagogy; 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":[0.009950158,0.0006546589,0.0007975781,0.000560916,0.005686403,0.003969694,0.002671889,0.06162933,0.01287173],"category_scores_gemma":[0.06302299,0.0006969669,0.001081446,0.0004993021,0.003883648,0.00868278,0.002898979,0.05061989,0.008783313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005913877,"about_ca_system_score_gemma":0.01085961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493879,"about_ca_topic_score_gemma":0.02444847,"domain_scores_codex":[0.9905313,0.003802375,0.001161722,0.0007965603,0.002870001,0.0008382404],"domain_scores_gemma":[0.9579582,0.02465846,0.001529476,0.001216283,0.008857036,0.005780558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002887353,0.00004491668,0.0006386176,0.00003411988,0.00000659755,0.001376482,0.0004117519,0.00007656245,0.0001430533,0.004274664,0.9821622,0.01080219],"study_design_scores_gemma":[0.0000795966,0.00008105868,0.00105427,0.0004730937,0.00001488808,0.003767421,0.002290983,0.0007410797,0.0001943292,0.0152495,0.9759676,0.00008614279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001677245,0.0001878558,0.00006528442,0.9951974,0.0026459,0.000004391362,0.000009787719,0.00001423281,0.00170758],"genre_scores_gemma":[0.002346172,0.0003193906,0.0003316931,0.9853562,0.006747076,0.00002141588,0.00001116852,0.00002057562,0.004846414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06162933,"threshold_uncertainty_score":0.05262214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873829105579389,"score_gpt":0.3747823969780163,"score_spread":0.3560441059222224,"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."}}