{"id":"W2026790643","doi":"10.1177/1071181312561172","title":"Not All Interruptions are Created Equal: Positive Interruptions in Healthcare","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Task (project management); Health care; Focus (optics); Psychology; Reductionism; Medicine; Computer science; Epistemology; Political science; Engineering","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":[0.00908964,0.0003395395,0.0004418266,0.001764919,0.00273853,0.004419941,0.0008366043,0.001476287,0.001977844],"category_scores_gemma":[0.04323241,0.0003256885,0.0004472297,0.002121557,0.005384041,0.004398813,0.003002246,0.00177757,0.0002855237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235419,"about_ca_system_score_gemma":0.002717918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579775,"about_ca_topic_score_gemma":0.002736103,"domain_scores_codex":[0.986736,0.007852624,0.0009269971,0.0007587473,0.003098545,0.0006270505],"domain_scores_gemma":[0.9598589,0.02806313,0.005782975,0.001441257,0.0037702,0.00108353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001104661,0.0002783619,0.1015534,0.003683135,0.0002126179,0.001662608,0.1752158,0.001560981,0.002216725,0.157818,0.01250196,0.5421919],"study_design_scores_gemma":[0.0001545466,0.0011742,0.2758147,0.006517028,0.0006022413,0.006106553,0.2311946,0.004486613,0.003070961,0.290641,0.1799773,0.0002602997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660007,0.04611089,0.0791134,0.06971616,0.001943534,0.000242417,0.0003409433,0.0002639006,0.1362681],"genre_scores_gemma":[0.9883316,0.003872523,0.004443239,0.001737429,0.0002879987,0.00005430478,0.00004459996,0.00002424534,0.00120415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00908964,"threshold_uncertainty_score":0.04807115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091076832317969,"score_gpt":0.4000004211845208,"score_spread":0.190892737952724,"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."}}