{"id":"W4229794197","doi":"10.33790/jcnrc1100172","title":"The Effect of Different Symptom Experiences on Disease Outcome in Patients with Chronic Obstructive Pulmonary Disease: A Cluster Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Comprehensive Nursing Research and Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chung Shan Medical University; Chung Shan Medical University Hospital; National Taiwan University; National Taiwan University Hospital Yunlin Branch; National Taiwan University Hospital","keywords":"Pulmonary disease; Medicine; Cluster (spacecraft); Disease; Outcome (game theory); Internal medicine; Physical therapy; Intensive care medicine; Computer science","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":[0.003238408,0.0004016924,0.001200326,0.00228561,0.001296098,0.001469451,0.0007888366,0.0008139966,0.002223019],"category_scores_gemma":[0.009069986,0.0002751272,0.002508466,0.002567763,0.0009685908,0.0009401732,0.002110896,0.0008888045,0.0002104727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054503,"about_ca_system_score_gemma":0.001225073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587365,"about_ca_topic_score_gemma":0.005436498,"domain_scores_codex":[0.9957469,0.001503548,0.0007913485,0.0006535677,0.0007770986,0.0005274472],"domain_scores_gemma":[0.9897583,0.004694836,0.002241146,0.0005785032,0.001044411,0.001682841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134008,0.0001199948,0.9948842,0.00007181048,0.0006720237,0.00007073647,0.001008809,0.00008859109,0.0002045315,0.00003858675,0.0000873723,0.001619243],"study_design_scores_gemma":[0.00002063406,0.0004020111,0.9965251,0.0000123593,0.0001340049,0.00008208236,0.002403827,0.0002299748,0.00003696469,0.0000464264,0.00009156267,0.00001503898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991761,0.0002114122,0.00007734032,0.00004149892,0.00001207753,0.00002690474,0.0001582575,0.000002028878,0.00029447],"genre_scores_gemma":[0.9996087,0.00004124518,0.00006764089,0.00001075629,0.000008144942,0.00001993621,0.0001592853,0.00000207702,0.00008237138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005587365,"threshold_uncertainty_score":0.01712656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601874953571324,"score_gpt":0.3361290462953705,"score_spread":0.3201102967596572,"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."}}