{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01840263,0.002994396,0.001262956,0.01679665,0.002407114,0.009839733,0.0033958,0.002340005,0.003059461],"category_scores_gemma":[0.02578001,0.001139639,0.00454532,0.007708369,0.005633483,0.009275354,0.00563592,0.002676371,0.001417378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003362038,"about_ca_system_score_gemma":0.008309933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194648,"about_ca_topic_score_gemma":0.009525634,"domain_scores_codex":[0.9851972,0.008385243,0.001576114,0.002165371,0.001940766,0.0007352462],"domain_scores_gemma":[0.9749809,0.01645347,0.002242783,0.002099298,0.0031414,0.001082153],"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":[0.0004845558,0.0008489387,0.02893799,0.006479434,0.0006958863,0.001018826,0.05111575,0.02576816,0.007769627,0.406153,0.01474497,0.4559828],"study_design_scores_gemma":[0.0001881311,0.0005621022,0.02346901,0.005540425,0.0006940285,0.001447168,0.02366743,0.2333385,0.006795428,0.5282387,0.1755639,0.0004953045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006671222,0.001545962,0.981344,0.002007419,0.00007814723,0.001027997,0.0008019259,0.001288227,0.005235062],"genre_scores_gemma":[0.06445753,0.000704262,0.9308756,0.0001960861,0.00006598516,0.001376465,0.001189246,0.0001116125,0.001023187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01840263,"threshold_uncertainty_score":0.09732354,"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."}}