{"id":"W4224324236","doi":"10.2196/30661","title":"Physical Activity in Patients With Heart Failure During and After COVID-19 Lockdown: Single-Center Observational Retrospective Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Retrospective cohort study; Observational study; Physical activity; Single Center; Coronavirus disease 2019 (COVID-19); Emergency medicine; Internal medicine; Physical therapy; Cardiology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009161406,0.0001358171,0.0004208184,0.00006704329,0.0001690967,0.00001395795,0.00003555914,0.0000250217,0.00002856478],"category_scores_gemma":[0.00002391052,0.0001182944,0.00006685127,0.0002554826,0.00004897754,0.0001700312,0.0001311253,0.0004772968,0.000002400286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008329774,"about_ca_system_score_gemma":0.0001147903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006054761,"about_ca_topic_score_gemma":0.00007613103,"domain_scores_codex":[0.998614,0.0001466779,0.00008782285,0.0003711722,0.000556773,0.0002236218],"domain_scores_gemma":[0.9995086,0.00003995502,0.00004293462,0.0001895188,0.00004312896,0.0001758398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002567351,0.00797785,0.9876392,0.00007019746,0.00005175321,0.00003220447,0.001147362,0.00002230388,0.0002857478,0.000006704644,0.0001673323,0.00003193038],"study_design_scores_gemma":[0.005405468,0.002052427,0.9915498,0.00001474343,0.00002347036,0.00000747389,0.0002269464,0.00001700895,0.00003276409,0.00002456222,0.000524537,0.0001207321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970924,0.000002099108,0.000003886692,0.001407722,0.00002747721,0.0012955,0.00007355072,0.0000326105,0.00006471336],"genre_scores_gemma":[0.9988949,8.961835e-8,0.00001671024,0.0004544258,0.000136773,0.0004282994,0.0000158096,0.00001627657,0.0000367416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005925423,"threshold_uncertainty_score":0.4823906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105009611662796,"score_gpt":0.3002354910083873,"score_spread":0.2691853948917594,"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."}}