{"id":"W3080104435","doi":"10.1097/acm.0000000000003318","title":"Washington State University Elson S. Floyd College of Medicine","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Capstone; Formative assessment; Medicine; Certificate; Service-learning; Graduation (instrument); Psychology; Family medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005040997,0.0008489738,0.0003605345,0.001079535,0.001910465,0.00220635,0.0005013566,0.001094557,0.3853454],"category_scores_gemma":[0.001437576,0.0003957183,0.0002885211,0.0004364792,0.0004899332,0.001052245,0.001762396,0.002185801,0.09292527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220715,"about_ca_system_score_gemma":0.005177041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515034,"about_ca_topic_score_gemma":0.02444584,"domain_scores_codex":[0.9995473,0.00003757665,0.0000231908,0.0001255524,0.0001750162,0.00009132401],"domain_scores_gemma":[0.9989409,0.00007311711,0.00003405402,0.00004992767,0.0003143059,0.0005877593],"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":[0.00005955589,0.0002343686,0.003074973,0.0001389069,0.00001030252,0.0003075049,0.0001027113,0.00006387964,0.000729051,0.002126253,0.8316363,0.1615162],"study_design_scores_gemma":[0.00002807734,0.00009139163,0.006107121,0.0004660835,0.000006889762,0.0002980567,0.0001787103,0.0001307257,0.0002411093,0.0006814019,0.9917556,0.00001481082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008256837,0.007942541,0.0010524,0.03763078,0.01235771,0.0003562406,0.001459239,0.0007942359,0.93015],"genre_scores_gemma":[0.0172423,0.008886322,0.001553913,0.005868945,0.001569101,0.0001325701,0.0007052614,0.0001094211,0.9639323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3853454,"threshold_uncertainty_score":0.8767301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380303788811008,"score_gpt":0.3176005566326693,"score_spread":0.2837975187445592,"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."}}