{"id":"W2132782558","doi":"10.1145/1240624.1240661","title":"An observational study on information flow during nurses' shift change","year":2007,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Observational study; Demographics; Computer science; Information flow; Information sharing; Variety (cybernetics); Multitude; Data science; Human–computer interaction; World Wide Web; Medicine; Artificial intelligence","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":[0.004655411,0.0003330183,0.0005366223,0.001747698,0.002559154,0.001093126,0.0007027401,0.0009636653,0.001135014],"category_scores_gemma":[0.02782744,0.0005021368,0.0002586024,0.0008501221,0.001368504,0.001172707,0.001558664,0.001461881,0.000362362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113155,"about_ca_system_score_gemma":0.001818693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006858641,"about_ca_topic_score_gemma":0.01082309,"domain_scores_codex":[0.9957969,0.002563583,0.0003192892,0.0003058171,0.0006586019,0.000355836],"domain_scores_gemma":[0.9784392,0.01100798,0.003631158,0.001310762,0.003158974,0.002451983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007887115,0.003825433,0.415228,0.0004280216,0.00005310444,0.002491533,0.5270506,0.0001413584,0.007263887,0.0004057195,0.001416508,0.04090708],"study_design_scores_gemma":[0.0001571224,0.006234121,0.5886136,0.0002557296,0.00006935079,0.001838998,0.3790708,0.001063428,0.003490198,0.0005626392,0.01844264,0.0002013068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974994,0.00009200802,0.001082178,0.0001202868,0.00001194494,0.0001945493,0.0001201687,0.00001396119,0.0008655554],"genre_scores_gemma":[0.9964309,0.0001937971,0.001932222,0.0001484564,0.00002338622,0.000297779,0.0001795516,0.000007747568,0.0007862172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006858641,"threshold_uncertainty_score":0.02462041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.591306344968602,"score_gpt":0.502440879311232,"score_spread":0.08886546565736997,"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."}}