{"id":"W4241334519","doi":"10.2196/preprints.15691","title":"Exploring an Innovative Care Model and Telemonitoring for the Management of Patients With Complex Chronic Needs: Qualitative Description Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"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":"Preprint; Chronic care; Nonprobability sampling; Thematic analysis; Qualitative research; Health care; Nursing; Ambulatory care; Medicine; Integrated care; Population; Telemedicine; Psychology; Chronic disease; Family medicine; Computer science; Sociology; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01925909,0.0004848824,0.0006106371,0.001558526,0.008781943,0.004367349,0.001844125,0.001873896,0.004843221],"category_scores_gemma":[0.0204445,0.0005752537,0.0006679263,0.002115026,0.007498995,0.00443542,0.005279693,0.002698199,0.0004937262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149056,"about_ca_system_score_gemma":0.01418664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512084,"about_ca_topic_score_gemma":0.02757584,"domain_scores_codex":[0.9858348,0.01146004,0.0003745626,0.0005231755,0.0006713649,0.001136074],"domain_scores_gemma":[0.9712381,0.02286291,0.001251553,0.0006198034,0.0021039,0.001923714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003655572,0.00006626233,0.001557397,0.0004462437,0.000004666779,0.0006843653,0.9846656,0.00008760369,0.0004913866,0.004518005,0.002532386,0.004909458],"study_design_scores_gemma":[0.00001275232,0.00003570379,0.0005655222,0.0004916012,0.000003453167,0.0002095373,0.9834557,0.0001302603,0.0002230545,0.0006354976,0.0142213,0.00001555029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328753,0.002414414,0.01981531,0.01955321,0.0005100576,0.004827228,0.001713947,0.00006299748,0.01822752],"genre_scores_gemma":[0.9683362,0.001878091,0.01126411,0.004801728,0.00006135309,0.005663724,0.0003589542,0.00005279775,0.007583101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01925909,"threshold_uncertainty_score":0.101853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265836050617951,"score_gpt":0.3912386884011488,"score_spread":0.1254026377831978,"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."}}