{"id":"W3010621335","doi":"10.3390/mti4010007","title":"Data-Driven Activities Involving Electronic Health Records: An Activity and Task Analysis Framework for Interactive Visualization Tools","year":2020,"lang":"en","type":"article","venue":"Multimodal Technologies and Interaction","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Visualization; Context (archaeology); Task (project management); Data science; Data visualization; Digital library; Data mining; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002026071,0.00018657,0.0003249903,0.0002753713,0.0002548747,0.0006064221,0.0005480692,0.0001339747,0.000004240627],"category_scores_gemma":[0.0007401658,0.0001791857,0.00004601203,0.0007138542,0.00006375782,0.004463084,0.0006129263,0.0003003552,9.009586e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078759,"about_ca_system_score_gemma":0.00005230194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429394,"about_ca_topic_score_gemma":0.000283274,"domain_scores_codex":[0.9985237,0.00008960973,0.0002550515,0.0007242404,0.0001315472,0.000275872],"domain_scores_gemma":[0.9987417,0.0002844656,0.00032069,0.0005035842,0.00007350815,0.00007602225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001529667,0.0002077747,0.001593951,0.0001175428,0.0004698004,0.000001086063,0.002624793,0.0005534155,0.002466339,0.06884453,0.0004171746,0.9225506],"study_design_scores_gemma":[0.0001849103,0.0005170704,0.0007571409,0.00003461151,0.00005272196,0.000002038988,0.003703736,0.9885977,0.00117493,0.00161488,0.003161387,0.0001988986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07862291,0.0001125399,0.9169973,0.003146216,0.00009542517,0.0002775313,0.0001424968,0.0005987462,0.00000680814],"genre_scores_gemma":[0.9635324,0.001157096,0.03443433,0.0004686947,0.00004082231,0.00002563579,0.0003232667,0.00001239116,0.000005390676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9880443,"threshold_uncertainty_score":0.7306982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07283877948924461,"score_gpt":0.3811776126390576,"score_spread":0.308338833149813,"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."}}