{"id":"W2955712168","doi":"10.3747/co.26.4829","title":"Testing E-mail Content to Encourage Physicians to Access an Audit and Feedback Tool: A Factorial Randomized Experiment","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Université Laval","funders":"Canadian Institutes of Health Research; Government of Ontario; University of Toronto; Cancer Care Ontario; Women's College Hospital; Ontario Institute for Cancer Research","keywords":"Medicine; Audit; Confidence interval; Family medicine; Incentive; Regret; Randomized controlled trial; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.02607887,0.002328153,0.001854587,0.0008954262,0.001745585,0.001670876,0.002260468,0.004162967,0.0104803],"category_scores_gemma":[0.04572493,0.001721156,0.00132975,0.0006381384,0.002430562,0.001928146,0.001434116,0.002487535,0.00109535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002198339,"about_ca_system_score_gemma":0.004675763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589297,"about_ca_topic_score_gemma":0.001661452,"domain_scores_codex":[0.9763576,0.01590726,0.00196092,0.002318472,0.002128916,0.001326789],"domain_scores_gemma":[0.9341702,0.04735084,0.009058286,0.003689913,0.002426324,0.003304295],"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":[0.5614946,0.3739311,0.004744999,0.001906656,0.0006104967,0.0001110658,0.002384095,0.002185656,0.007513197,0.001064582,0.001388205,0.04266531],"study_design_scores_gemma":[0.2693546,0.7152335,0.006149123,0.0001381262,0.0003802804,0.00002589206,0.0002102036,0.003440004,0.002496606,0.0008413804,0.001662576,0.00006765484],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185776,0.0001819129,0.004434801,0.0004967427,0.0004671256,0.07313584,0.0003928252,0.0002900026,0.002023084],"genre_scores_gemma":[0.7394504,0.000251265,0.03308217,0.001240176,0.000534187,0.2225029,0.0002049167,0.00004024833,0.002693715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607887,"threshold_uncertainty_score":0.1379198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2963230846835606,"score_gpt":0.5432922898848471,"score_spread":0.2469692052012866,"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."}}