{"id":"W3001248810","doi":"10.2196/15691","title":"Exploring an Innovative Care Model and Telemonitoring for the Management of Patients With Complex Chronic Needs: Qualitative Description Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; North York General Hospital; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"","keywords":"Chronic care; Thematic analysis; Nonprobability sampling; Health care; Qualitative research; Nursing; Integrated care; Ambulatory care; Medicine; Population; Process management; Psychology; Chronic disease; Family medicine; Business; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000792155,0.0001430717,0.0001960864,0.00008083441,0.0001361269,0.00003773157,0.00007437357,0.00001181094,0.000002435974],"category_scores_gemma":[0.00000445172,0.000105433,0.00002130102,0.0003843595,0.00009472187,0.000369868,0.00003734157,0.00007480062,2.325678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611483,"about_ca_system_score_gemma":0.0000376454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000732402,"about_ca_topic_score_gemma":0.000002040705,"domain_scores_codex":[0.9990991,0.00003151019,0.0002021428,0.0002229172,0.0002706514,0.0001737223],"domain_scores_gemma":[0.9994304,0.00002729628,0.0001030169,0.0001682435,0.0002127199,0.00005832306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002761244,0.001164244,0.01304781,0.003617118,0.0009728515,0.000005664124,0.8586987,0.005269045,0.0002301216,0.003135915,0.00009372285,0.1110036],"study_design_scores_gemma":[0.004676722,0.002265345,0.2043439,0.0006553384,0.0003691639,9.702136e-8,0.7754565,0.01196442,0.00003371474,0.00004848981,0.00004932633,0.0001369471],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911343,0.0001136477,0.004713798,0.000240402,0.00005390196,0.003268932,0.00001487757,0.00004969573,0.0004103973],"genre_scores_gemma":[0.9978292,0.000007626387,0.001595408,0.00002695895,0.00008466006,0.0003685101,0.00005357257,0.00002595331,0.000008093314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1912961,"threshold_uncertainty_score":0.4299433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.306787034240542,"score_gpt":0.4158050670343195,"score_spread":0.1090180327937775,"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."}}