{"id":"W3217673253","doi":"10.2196/24174","title":"The Impact of a Mobile App on Participation in Cardiac Rehabilitation and Understanding Barriers to Success: Comparative Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Rehabilitation; Medicine; Mobile apps; Cohort study; Physical therapy; Gerontology; Internal medicine; World Wide Web","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":[0.001063958,0.000101203,0.0005165116,0.00008428795,0.0001188593,0.00001367654,0.00002026686,0.0000383029,0.000005521142],"category_scores_gemma":[0.0002096266,0.00007371958,0.0001434654,0.0003751029,0.00004742066,0.00004314491,0.00002141072,0.0001304181,0.000002395367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009625998,"about_ca_system_score_gemma":0.0004507593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005047775,"about_ca_topic_score_gemma":0.0001656483,"domain_scores_codex":[0.9985122,0.0004079964,0.0003183871,0.0002344785,0.0002909166,0.000236042],"domain_scores_gemma":[0.9987451,0.0004931717,0.00005664214,0.0002506141,0.0000883853,0.0003661069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006285516,0.0001285549,0.983799,0.0000782693,0.00008636501,0.000005940844,0.01366273,0.0003594237,0.0001110885,0.00005667725,0.0005347922,0.0005485831],"study_design_scores_gemma":[0.001012361,0.002305674,0.9550067,0.00008752599,0.00004339255,0.000002392301,0.04115225,0.00005447109,0.00009994888,0.00002290849,0.0001525763,0.0000598221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934414,0.0002202208,0.00001255736,0.0001780842,0.0001293731,0.003751335,0.00002216502,0.00001238704,0.002232489],"genre_scores_gemma":[0.9989035,0.00004137385,0.00001541775,0.00005666549,0.00004791675,0.00089005,0.00001358332,0.000008412283,0.00002308253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02879235,"threshold_uncertainty_score":0.3006198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884662546365691,"score_gpt":0.4343371808008651,"score_spread":0.3954905553372082,"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."}}