{"id":"W4387736241","doi":"10.1089/tmj.2023.0080","title":"Evaluation of Diabetes Hotline Service Implemented During the COVID-19 Pandemic: A Dynamic Adaptation","year":2023,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Hotline; Pandemic; Social distance; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Medicine; Adaptation (eye); Telemedicine; Disease; Medical emergency; Health care; Psychology; Computer science; Infectious disease (medical specialty); Political science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01315679,0.0005004609,0.0003533636,0.0005676946,0.001599232,0.001369818,0.001225074,0.0009574075,0.004789045],"category_scores_gemma":[0.01743214,0.0002631076,0.0008063905,0.0005548674,0.0008720422,0.001174227,0.001939811,0.001252924,0.0006033551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006474513,"about_ca_system_score_gemma":0.008776532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492639,"about_ca_topic_score_gemma":0.0135298,"domain_scores_codex":[0.990545,0.006530088,0.0004272823,0.0003664927,0.0009174835,0.001213594],"domain_scores_gemma":[0.9900603,0.003742921,0.00100691,0.0004907025,0.002736767,0.001962434],"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":[0.01542095,0.1140215,0.3448444,0.003745988,0.0003744959,0.001800935,0.04636264,0.01970186,0.00922553,0.002528859,0.0115794,0.4303934],"study_design_scores_gemma":[0.006277219,0.2369658,0.5882739,0.001565304,0.0006257764,0.0004627746,0.09577557,0.03040502,0.01336855,0.001497353,0.02438958,0.0003931397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905536,0.00004395927,0.0008312656,0.0007588006,0.00003703666,0.003306379,0.0003637586,0.00007551675,0.00402965],"genre_scores_gemma":[0.9911683,0.0001054998,0.003961855,0.0005080516,0.00002447774,0.002723823,0.000298991,0.00001209081,0.001196974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01492639,"threshold_uncertainty_score":0.06958055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507953035978647,"score_gpt":0.4264472336906673,"score_spread":0.2756519300928026,"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."}}