{"id":"W3081991170","doi":"10.1109/embc44109.2020.9176507","title":"Health Analytics as a Service with Artemis Cloud: Service Availability","year":2020,"lang":"en","type":"article","venue":"","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Ontario Tech University","funders":"Joint Research Centre; Canada Research Chairs; FedDev Ontario; McMaster University; Hamilton Health Sciences","keywords":"Software deployment; Analytics; Cloud computing; Computer science; Big data; Service (business); Data science; Data analysis; Data mining; Business; Software engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001621547,0.0006491523,0.0004911244,0.0009494296,0.00114837,0.003230353,0.001894208,0.0007627854,0.004521451],"category_scores_gemma":[0.006039654,0.0002847492,0.0004120136,0.001410467,0.0009898357,0.003220045,0.00276088,0.001156263,0.001148776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003441994,"about_ca_system_score_gemma":0.003532775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03736443,"about_ca_topic_score_gemma":0.02909298,"domain_scores_codex":[0.9980205,0.0003212412,0.0001193326,0.000301521,0.0008153505,0.0004220718],"domain_scores_gemma":[0.9960034,0.0008787326,0.0002938852,0.0009385939,0.001128853,0.0007565889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005866141,0.001084941,0.1318616,0.001048649,0.0005556061,0.00580766,0.002924242,0.1249034,0.07586583,0.0846431,0.187064,0.3783747],"study_design_scores_gemma":[0.0002792186,0.0007635932,0.03818845,0.0001669412,0.0001451852,0.001867429,0.001359318,0.7509477,0.02647204,0.01722339,0.162346,0.0002407696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5705962,0.002225983,0.2684914,0.01416719,0.001149838,0.001282449,0.006839047,0.05121301,0.08403497],"genre_scores_gemma":[0.9725507,0.0002408863,0.02211633,0.0003854127,0.0001018675,0.00006732217,0.001473692,0.000254109,0.002809531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03736443,"threshold_uncertainty_score":0.07429385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06890876713100746,"score_gpt":0.3309128791408671,"score_spread":0.2620041120098596,"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."}}