{"id":"W4362714464","doi":"10.2196/44433","title":"The Association Between Mobile App Use and Change in Functional Capacity Among Cardiac Rehabilitation Participants: Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; University of California, San Francisco; National Institutes of Health","keywords":"Socioeconomic status; Medicine; Telehealth; Cohort; Referral; Ethnic group; Gerontology; Logistic regression; Rehabilitation; Cohort study; Physical therapy; Demography; Telemedicine; Family medicine; Health care; Population; Internal medicine; Environmental health","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":[0.001459426,0.0003511166,0.0004078845,0.0007595605,0.0008896043,0.001056619,0.000671658,0.0007059708,0.001790693],"category_scores_gemma":[0.003539475,0.0005233717,0.000800883,0.001248211,0.0002673342,0.0008707038,0.000778406,0.001252826,0.0005153485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659248,"about_ca_system_score_gemma":0.0006745874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577347,"about_ca_topic_score_gemma":0.02290801,"domain_scores_codex":[0.999028,0.000181889,0.0001305762,0.0002683937,0.0001993338,0.0001918939],"domain_scores_gemma":[0.9980184,0.0002489188,0.0007301904,0.000233884,0.0004331842,0.0003355282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001564482,0.0001813968,0.9979304,0.00002513681,0.0001514816,0.00004028551,0.000181429,0.00001241901,0.0001148224,0.00001224895,0.0002944158,0.0008994594],"study_design_scores_gemma":[0.00002500625,0.0002567621,0.9986376,0.00002253199,0.00009077621,0.000116723,0.0003388546,0.0001413857,0.00003156227,0.00001368204,0.0003179616,0.000007143487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997618,0.0001726974,0.0001228754,0.00005838887,0.0000151367,0.00008793105,0.001485062,0.000004775677,0.0004350054],"genre_scores_gemma":[0.9979761,0.0001599797,0.0002220198,0.000117974,0.00002225885,0.0001596585,0.0009583406,0.000005551985,0.0003781007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577347,"threshold_uncertainty_score":0.03136331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0679538692367424,"score_gpt":0.3574696206959694,"score_spread":0.289515751459227,"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."}}