{"id":"W2611621378","doi":"10.7759/cureus.1224","title":"Curated Collections for Educators: Five Key Papers about Program Evaluation
","year":2017,"lang":"en","type":"review","venue":"Cureus","topic":"Innovations in Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medical education; Delphi method; Relevance (law); Program evaluation; Educational program; Medicine; Delphi; Curriculum; Process (computing); Computer science; Psychology; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001072406,0.0004372235,0.001317087,0.0003850294,0.0008044097,0.0001583917,0.0003746941,0.0006567675,0.001047095],"category_scores_gemma":[0.01109146,0.000361144,0.0004734556,0.001053888,0.0002268276,0.0001121716,0.00004082735,0.0006443778,0.0001174919],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133606,"about_ca_system_score_gemma":0.007120471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003864861,"about_ca_topic_score_gemma":0.00001987465,"domain_scores_codex":[0.9973536,0.0001228906,0.0009003931,0.000600555,0.0006033885,0.0004191386],"domain_scores_gemma":[0.9957275,0.0001684039,0.001041751,0.001175857,0.001732208,0.0001542572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005185932,0.0004008095,0.000001390711,0.004360982,0.0003331219,7.213529e-7,0.0002257035,9.869126e-8,9.269569e-8,0.0002048074,0.2138928,0.7805743],"study_design_scores_gemma":[0.000595071,0.0002611944,0.00001478745,0.009040527,0.00403839,0.00006458825,0.0001971117,0.0001313813,4.24438e-7,0.0001045848,0.9852312,0.0003207215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005191091,0.953976,0.0000338139,0.0005655945,0.004859043,0.01387767,0.00007612998,0.0001848867,0.02642167],"genre_scores_gemma":[0.000005225058,0.938803,0.004662498,0.0002028541,0.002474396,0.02411844,0.004090376,0.000109798,0.0255334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7802535,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1904496649650992,"score_gpt":0.5328689887503627,"score_spread":0.3424193237852635,"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."}}