{"id":"W1996571297","doi":"10.1097/acm.0b013e3181b38daf","title":"Concurrent Versus Terminal Feedback: It May Be Better to Wait","year":2009,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"Canadian Child Health Clinician Scientist Program","keywords":"Checklist; Terminal (telecommunication); Task (project management); Transfer (computing); Computer science; Test (biology); Transfer of training; Transfer of learning; Feedback regulation; Colonoscopy; Psychology; Medicine; Artificial intelligence; Cognitive psychology; Mathematics education; Internal medicine; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004966715,0.0002613361,0.000466263,0.0002958885,0.00009708412,0.000004468911,0.000215675,0.0002914531,0.002633854],"category_scores_gemma":[0.0006899716,0.0002148772,0.00005356805,0.0004642257,0.0001259424,0.00007701139,0.00002376899,0.0009556636,0.0003953073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471542,"about_ca_system_score_gemma":0.000282234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007458811,"about_ca_topic_score_gemma":0.000001536572,"domain_scores_codex":[0.9974664,0.0000651708,0.0007397518,0.000465567,0.000755094,0.0005080249],"domain_scores_gemma":[0.9977579,0.0005612096,0.0001507225,0.000457932,0.0002907669,0.0007814386],"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":[0.0005845765,0.00004558741,0.07908154,0.000174042,0.00005188864,0.00005655747,0.01473045,0.00002097119,0.001552308,0.001147819,0.8391615,0.06339279],"study_design_scores_gemma":[0.01864344,0.005007828,0.3893938,0.003222843,0.0006701963,0.0003049386,0.0120468,0.0007181767,0.002004267,0.0005154946,0.5665733,0.0008989381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.554413,0.0005559496,0.0001664218,0.438887,0.002312852,0.0006642365,0.000006433363,0.000102536,0.002891636],"genre_scores_gemma":[0.8853449,0.00007065674,0.0001749404,0.1078615,0.003977125,0.0000345762,0.0001359618,0.00002392941,0.002376508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3310255,"threshold_uncertainty_score":0.9982779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168664051919656,"score_gpt":0.4494793018364583,"score_spread":0.3326128966444927,"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."}}