{"id":"W3211007848","doi":"10.14288/1.0402569","title":"Understanding chronic disease management in older adults during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Disease; Disease management; Virology; Outbreak; Infectious disease (medical specialty); Pathology","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":[0.003556889,0.0002176988,0.0002682835,0.000671956,0.002475983,0.002272125,0.0006019131,0.0009619535,0.0008248578],"category_scores_gemma":[0.004442618,0.0001536075,0.0002846704,0.0005881329,0.001895306,0.001484776,0.001693259,0.001309417,0.00005953188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005835259,"about_ca_system_score_gemma":0.009621572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06486641,"about_ca_topic_score_gemma":0.1450605,"domain_scores_codex":[0.9986797,0.0007149602,0.00009026207,0.000103209,0.0001776058,0.000234294],"domain_scores_gemma":[0.9983728,0.0007563494,0.0002511663,0.00003194395,0.0002964833,0.0002913036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002616575,0.000166281,0.05586154,0.0006741731,0.00001723955,0.0004173804,0.898428,0.000118558,0.0008548705,0.001975417,0.002497015,0.03896339],"study_design_scores_gemma":[0.000007363982,0.0001159079,0.1046312,0.0009086569,0.00002033833,0.0002071074,0.8736532,0.0001570128,0.0002035966,0.0009698086,0.01910945,0.0000163551],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631047,0.005609463,0.001132853,0.0181595,0.0001154461,0.0003343373,0.0001804024,0.000009625035,0.01135361],"genre_scores_gemma":[0.9889871,0.005693165,0.001797524,0.001980156,0.00004780267,0.0001991022,0.00008577402,0.000003503305,0.001205836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06486641,"threshold_uncertainty_score":0.1289777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856170483047695,"score_gpt":0.2783437704970399,"score_spread":0.2197820656665629,"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."}}