{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053928,0.0005261279,0.0006671092,0.001004264,0.002195689,0.001477657,0.0006328259,0.001410606,0.001676433],"category_scores_gemma":[0.01168684,0.0006215788,0.001404509,0.001073893,0.0006438071,0.001842475,0.001289818,0.002788422,0.0004853684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039968,"about_ca_system_score_gemma":0.001832132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008861299,"about_ca_topic_score_gemma":0.009769592,"domain_scores_codex":[0.997466,0.001242941,0.0002013373,0.0003655303,0.0002932565,0.0004310661],"domain_scores_gemma":[0.9929324,0.001873387,0.001924837,0.001291937,0.0007407895,0.001236598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008975661,0.006167505,0.9779639,0.00005184429,0.0002522561,0.0002456782,0.005114672,0.0003043329,0.0006870471,0.0001329812,0.0003590833,0.007823112],"study_design_scores_gemma":[0.000161466,0.007886672,0.9803579,0.00005127229,0.0002253422,0.0002735849,0.006101164,0.002919,0.0004869513,0.0003316615,0.001121328,0.00008362381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993542,0.00005014086,0.0002403266,0.00006149324,0.000005772182,0.00005549007,0.0001055557,0.000003999032,0.0001231459],"genre_scores_gemma":[0.9984174,0.0000480934,0.0005024239,0.0001173994,0.00001577834,0.0001984511,0.0003261686,0.000003706645,0.0003704717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008861299,"threshold_uncertainty_score":0.02852023,"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."}}