{"id":"W2007364312","doi":"10.3109/01421590902849529","title":"A theory-based curriculum design for remediation of residents’ communication skills","year":2009,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Curriculum; Experiential learning; Remedial education; Interview; Psychology; Medical education; Mathematics education; Curriculum development; Curriculum theory; Pedagogy; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00371508,0.0001150046,0.0002599505,0.0001711997,0.00007351462,0.000007068801,0.000220705,0.000260129,0.001023955],"category_scores_gemma":[0.01552152,0.00009414541,0.00008422856,0.0004224918,0.0001687198,0.00006216505,0.00001259011,0.0003576333,0.00001636597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122714,"about_ca_system_score_gemma":0.0003815542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583604,"about_ca_topic_score_gemma":8.654941e-7,"domain_scores_codex":[0.9979821,0.0002576851,0.0005537634,0.0001890818,0.0008175485,0.0001998097],"domain_scores_gemma":[0.998613,0.0001710839,0.000203592,0.0005030162,0.0003944437,0.000114847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008659571,0.01226778,0.05795105,0.0004500927,0.000182021,0.000009223001,0.003214733,0.00006636792,0.00100443,0.05434514,0.3121061,0.5575371],"study_design_scores_gemma":[0.02962894,0.005431694,0.3453742,0.00514735,0.001243241,0.00007625116,0.002172121,0.4507388,0.01086655,0.1137616,0.03413567,0.001423631],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5006765,0.0003314131,0.4593073,0.03435964,0.0003576275,0.001790888,0.000001236486,0.0001576545,0.003017736],"genre_scores_gemma":[0.9447744,0.00002933292,0.05035765,0.003017216,0.0003125056,0.0001199215,0.0002075748,0.00001946088,0.001161875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561134,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214540058401494,"score_gpt":0.3537668274646594,"score_spread":0.33231282162451,"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."}}