{"id":"W4388264582","doi":"10.1016/j.jcjd.2023.10.109","title":"VIRTUAL VISITS EVAULATION IN HEART FUNCTION CLINICS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Telemedicine; Pandemic; Workflow; Coronavirus disease 2019 (COVID-19); Medical emergency; Function (biology); 2019-20 coronavirus outbreak; Health care; Internal medicine; Virology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002872969,0.0002761595,0.0003348157,0.0009051994,0.002399663,0.003065842,0.001123889,0.001235602,0.05332047],"category_scores_gemma":[0.0191159,0.0003668246,0.0004859632,0.0007897351,0.0005930445,0.001676673,0.003780679,0.001210709,0.004246097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821095,"about_ca_system_score_gemma":0.003312032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134189,"about_ca_topic_score_gemma":0.02736901,"domain_scores_codex":[0.9927502,0.00518275,0.0002383106,0.0004300223,0.0005037553,0.0008949537],"domain_scores_gemma":[0.9801272,0.008606824,0.001960334,0.0008556915,0.0006879367,0.007761904],"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":[0.005781353,0.007428159,0.37147,0.0006343433,0.0001973614,0.002946227,0.0118203,0.003505842,0.0008091473,0.004364048,0.1661792,0.4248641],"study_design_scores_gemma":[0.002251459,0.009469477,0.6026915,0.002238443,0.000483734,0.00754411,0.07785277,0.03932784,0.002058674,0.01675301,0.2388955,0.0004335353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904727,0.001290296,0.002494806,0.01094742,0.00114328,0.0003900075,0.001859454,0.001006604,0.09039547],"genre_scores_gemma":[0.9894235,0.0003288194,0.002103086,0.001519909,0.0002516265,0.0001361478,0.0003767392,0.00006660778,0.005793608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05332047,"threshold_uncertainty_score":0.1783747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809338672278893,"score_gpt":0.327240411767228,"score_spread":0.2891470250444391,"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."}}