{"id":"W3010221084","doi":"10.25300/misq/2020/15089","title":"Cascading Feedback: A Longitudinal Study of a Feedback Ecosystem for Telemonitoring Patients with Chronic Disease","year":2020,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Intervention (counseling); Disease; Chronic disease; Psychology; Medicine; Computer science; Intensive care medicine; Internal medicine; Psychiatry","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":[0.0001014254,0.0002052918,0.0002640054,0.0001171813,0.0001774368,0.0001864945,0.0001782436,0.00003754108,0.00003395056],"category_scores_gemma":[0.00002084772,0.000175445,0.00005123343,0.0006131001,0.00001626859,0.001041759,0.00001660133,0.00008254057,0.00002812067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004272046,"about_ca_system_score_gemma":0.00003544936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668921,"about_ca_topic_score_gemma":0.000198294,"domain_scores_codex":[0.9987519,0.000008065706,0.0003752225,0.0003440776,0.0002623863,0.0002583172],"domain_scores_gemma":[0.9990273,0.00001985721,0.0003220713,0.0001752919,0.0004292041,0.00002631786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001082209,0.000710399,0.9821689,0.002237932,0.0001394171,0.00001085367,0.0008427471,0.0002293393,0.0001606198,0.0007967776,0.000509642,0.01111118],"study_design_scores_gemma":[0.006133193,0.001200622,0.981927,0.0002808414,0.0002299153,2.913892e-7,0.002384746,0.005647511,0.00002066527,0.00006213324,0.001669938,0.0004431376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971514,0.00002358948,0.001083634,0.0002725568,0.0002334135,0.0009900806,0.00001214264,0.00007729152,0.0001558843],"genre_scores_gemma":[0.9985492,1.297737e-7,0.0000565525,0.00005934454,0.00116003,0.00008062104,0.00004985295,0.00003386134,0.00001039223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066804,"threshold_uncertainty_score":0.7154439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732948651033295,"score_gpt":0.2307797915054653,"score_spread":0.2034503049951323,"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."}}