{"id":"W2800218470","doi":"10.1017/cem.2018.106","title":"LO44: Optimizing skill retention in radiograph interpretation: a multicentre randomized control trial","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Physical therapy; Test (biology); Radiography; Family medicine; Surgery; Nursing","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":[0.003659956,0.002528711,0.004822244,0.0006141365,0.0009149758,0.00176288,0.001508549,0.004094071,0.01099476],"category_scores_gemma":[0.008108367,0.0014429,0.003201954,0.0006919714,0.002098228,0.002115175,0.001244696,0.004606948,0.00136307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503297,"about_ca_system_score_gemma":0.002542466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447224,"about_ca_topic_score_gemma":0.002790477,"domain_scores_codex":[0.9962932,0.001942056,0.0003214513,0.0007318489,0.0002478027,0.0004635502],"domain_scores_gemma":[0.9960931,0.001507133,0.001117808,0.0003304795,0.0001981957,0.0007532041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9803001,0.009242693,0.0005370025,0.0006355788,0.00132237,0.00001380575,0.0000460634,0.000236559,0.000369605,0.0000576077,0.0004314315,0.006807222],"study_design_scores_gemma":[0.9472932,0.04881495,0.001813913,0.00006549715,0.001175596,0.00000695651,0.0000269501,0.0003909757,0.0001061756,0.00009246018,0.0001916395,0.00002169003],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857541,0.00491453,0.001198079,0.001144705,0.0009225263,0.003699417,0.0005746839,0.000196,0.001595936],"genre_scores_gemma":[0.985718,0.001573551,0.002754666,0.001331612,0.0008248978,0.005352748,0.000448406,0.00003570108,0.001960337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099476,"threshold_uncertainty_score":0.03678113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832112095055393,"score_gpt":0.356931722342414,"score_spread":0.31861060139186,"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."}}