{"id":"W3158681032","doi":"10.1093/ehjdh/ztab044","title":"Remote monitoring of patients with heart failure during the first national lockdown for COVID-19 in France","year":2021,"lang":"en","type":"article","venue":"European Heart Journal - Digital Health","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Atrial fibrillation; Heart failure; Heart rate; Blood pressure; Internal medicine; Vital signs; Emergency medicine; Cardiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001397608,0.0001537121,0.0004112535,0.0001238977,0.0004518849,0.00008599235,0.000135126,0.00002479406,0.00001675933],"category_scores_gemma":[0.0156399,0.0001033799,0.0001576222,0.0004031777,0.0001342721,0.0002096157,0.0001376611,0.0006393948,0.00001268324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938833,"about_ca_system_score_gemma":0.001746325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002043959,"about_ca_topic_score_gemma":0.00001851691,"domain_scores_codex":[0.997382,0.0001719782,0.0007129392,0.0002914965,0.0009681013,0.0004734717],"domain_scores_gemma":[0.9961034,0.0022914,0.0001956653,0.0002269265,0.0006810714,0.0005015341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003883651,0.0002568527,0.9935417,0.001046981,0.00004050195,0.00006250804,0.0002929059,0.0004528441,0.00001079875,0.000004665135,0.002970316,0.0009315182],"study_design_scores_gemma":[0.002738103,0.0006012313,0.8297508,0.0007272862,0.000003949069,0.00004274732,0.0001025933,0.00003301781,0.00002110455,0.00005080464,0.1658473,0.0000810066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148726,0.0004932189,0.000390432,0.08302308,0.0001538081,0.0007519571,0.000109586,0.00002794712,0.0001773813],"genre_scores_gemma":[0.9936916,0.0001080767,0.001174908,0.00411051,0.0004652743,0.000003337725,0.00001012788,0.00003655209,0.0003996242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637909,"threshold_uncertainty_score":0.9926518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06166184558678729,"score_gpt":0.415034096047281,"score_spread":0.3533722504604938,"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."}}