{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003489297,0.0001178605,0.0004392949,0.0001140036,0.0002104704,0.00003169701,0.00002415423,0.0001077214,0.000002308585],"category_scores_gemma":[0.0004274617,0.00009484449,0.0001274473,0.0004660467,0.00004898561,0.0001797599,0.00003858312,0.0002628034,0.00003021728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007995002,"about_ca_system_score_gemma":0.00008480947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547898,"about_ca_topic_score_gemma":0.0005042952,"domain_scores_codex":[0.9978658,0.0004443828,0.0003534175,0.0002982056,0.0005604099,0.0004777741],"domain_scores_gemma":[0.998274,0.001019832,0.00009101275,0.0002583993,0.0001082612,0.000248547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006663368,0.00005041299,0.9925054,0.00007658187,0.00008614514,0.000003011004,0.00321797,0.000002967747,0.000006055354,0.000003783749,0.001523692,0.002457298],"study_design_scores_gemma":[0.0009245872,0.0003688291,0.9917956,0.00003579726,0.0001228295,6.823971e-7,0.002186435,0.00002543591,0.000003487921,0.000008633013,0.004448509,0.00007915626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930419,0.00008572557,7.364521e-7,0.0003558186,0.000529056,0.005661363,0.00006839074,0.00009871878,0.0001583022],"genre_scores_gemma":[0.9939636,0.000139179,0.00000537652,0.00008947928,0.000587817,0.004896512,0.00009271551,0.00001750452,0.0002078279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003061835,"threshold_uncertainty_score":0.3867646,"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."}}