{"id":"W4387338308","doi":"10.1016/j.cjca.2023.06.111","title":"VIRTUAL VISITS EVAULATION IN HEART FUNCTION CLINICS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental 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; 2019-20 coronavirus outbreak; Function (biology); Patient satisfaction; Virtual patient; Emergency medicine; Health care; Nursing; Internal medicine; Virology","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":[0.002361221,0.0002827494,0.0003511159,0.0009072951,0.003229034,0.002870686,0.00118709,0.001405508,0.06177531],"category_scores_gemma":[0.01601886,0.0004231865,0.0004776293,0.0007925357,0.000685541,0.001671701,0.004110698,0.001625964,0.004729072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097398,"about_ca_system_score_gemma":0.004033709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240332,"about_ca_topic_score_gemma":0.0358034,"domain_scores_codex":[0.9941871,0.00385039,0.0002061139,0.0003990519,0.0004254916,0.0009318548],"domain_scores_gemma":[0.9805341,0.005712993,0.001977365,0.0006952811,0.0006408981,0.01043922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004185072,0.006648668,0.3630259,0.0006705035,0.0002052983,0.004566571,0.01420464,0.002231986,0.000753605,0.004275869,0.2393363,0.3598956],"study_design_scores_gemma":[0.001846557,0.007408254,0.6167549,0.002368303,0.000397813,0.009763482,0.07665395,0.01642267,0.001266883,0.01462454,0.2521105,0.0003821862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.847672,0.001887104,0.002378104,0.01780179,0.001820761,0.0005334869,0.002337906,0.001117442,0.1244515],"genre_scores_gemma":[0.9835698,0.0005636571,0.002270237,0.003391332,0.0005449234,0.0002025307,0.0005110803,0.00009562777,0.008850772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06177531,"threshold_uncertainty_score":0.206659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423836762589168,"score_gpt":0.3480517847339878,"score_spread":0.3138134171080962,"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."}}