{"id":"W7132994548","doi":"","title":"The Evaluation of Bundled Care for Patients with Congestive Heart Failure and Chronic Obstructive Pulmonary Disease","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Heart failure; Pulmonary disease; Logistic regression; Christian ministry; Emergency department; Receiver operating characteristic; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05339132,0.0006719672,0.001088795,0.0007383972,0.0004730776,0.001456997,0.001012607,0.00092496,0.001286503],"category_scores_gemma":[0.1135277,0.000297936,0.002168952,0.001204227,0.0005904141,0.001580621,0.001527633,0.001487704,0.0001628199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006843194,"about_ca_system_score_gemma":0.00846359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282589,"about_ca_topic_score_gemma":0.009376716,"domain_scores_codex":[0.9611025,0.03063281,0.001277074,0.0009549165,0.005207155,0.0008255902],"domain_scores_gemma":[0.9309797,0.04353404,0.01123483,0.002441396,0.008382881,0.00342708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02365125,0.004991961,0.2662739,0.004104891,0.005834265,0.0001032225,0.001288772,0.04763043,0.0008055937,0.01162053,0.01852201,0.6151732],"study_design_scores_gemma":[0.01727779,0.1126555,0.3849668,0.006390437,0.007105531,0.0004565937,0.001288651,0.4278347,0.004067796,0.009813656,0.02781287,0.0003297628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948767,0.009422448,0.01665016,0.01173284,0.0009151892,0.001940924,0.001621073,0.0001858761,0.008764327],"genre_scores_gemma":[0.9739175,0.002445304,0.02033236,0.000887522,0.0002562849,0.0007711921,0.0009571197,0.00002149925,0.0004112313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05339132,"threshold_uncertainty_score":0.2823637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411567138000374,"score_gpt":0.4294605711328178,"score_spread":0.3953448997528141,"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."}}