{"id":"W2604717878","doi":"10.1200/jco.2017.35.8_suppl.201","title":"The impact of interruptions on physician workflow, productivity, and delivery of care.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Percentile; Family medicine; Medical record; Patient satisfaction; Emergency medicine; Medical emergency; Nursing; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003296044,0.0001885654,0.0001472594,0.0006838992,0.0005889662,0.0009959793,0.0004652106,0.0002835496,0.00282131],"category_scores_gemma":[0.02161057,0.0001494556,0.0003785327,0.0006997912,0.0003377097,0.0004129676,0.0007594657,0.000438765,0.0003384523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279856,"about_ca_system_score_gemma":0.002294265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785857,"about_ca_topic_score_gemma":0.01945068,"domain_scores_codex":[0.9969297,0.001098108,0.0002917249,0.0001930472,0.001061174,0.0004262131],"domain_scores_gemma":[0.9773895,0.008108598,0.009094489,0.0006082495,0.002414544,0.002384561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003712083,0.0001676516,0.9577307,0.0001460562,0.00008253704,0.0001635982,0.001699951,0.0003361096,0.0005085666,0.00006260599,0.001021935,0.03770905],"study_design_scores_gemma":[0.000006393061,0.0002192424,0.9976104,0.0000280627,0.00001681255,0.0001125074,0.000794025,0.0003454593,0.0001035253,0.00004091327,0.0007171961,0.000005299044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940825,0.001399364,0.000548352,0.0006285041,0.00003265816,0.00003534276,0.0004335315,0.00002883992,0.002810785],"genre_scores_gemma":[0.9989715,0.0002446405,0.0003346707,0.00004390294,0.00001870962,0.00001473301,0.0001689731,0.000003600227,0.0001993821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785857,"threshold_uncertainty_score":0.03550923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2819803902388351,"score_gpt":0.6250146908385019,"score_spread":0.3430343005996668,"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."}}