{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003923304,0.0003822216,0.0004335069,0.0008115333,0.001127885,0.001340757,0.0006611449,0.0009578847,0.003045813],"category_scores_gemma":[0.01082475,0.0004312562,0.001411637,0.000707727,0.0005049158,0.001101286,0.001134106,0.001337898,0.0004560913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064424,"about_ca_system_score_gemma":0.001259424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048501,"about_ca_topic_score_gemma":0.01232194,"domain_scores_codex":[0.9977255,0.000924226,0.0001926172,0.0003017629,0.0004021631,0.0004538068],"domain_scores_gemma":[0.9947755,0.001830245,0.001596758,0.0004032046,0.0005346868,0.0008595474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002878764,0.006687895,0.978187,0.0001138249,0.0003225123,0.0001460233,0.002650601,0.00006124174,0.0001883957,0.00005060756,0.0003475764,0.008365393],"study_design_scores_gemma":[0.0002859039,0.009155755,0.9863187,0.00006730818,0.0001966983,0.0001316229,0.00300931,0.0003029479,0.00008280484,0.00003531632,0.0003872812,0.00002626427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994203,0.00005354093,0.00003119589,0.00002942005,0.000005278911,0.0001122027,0.0001070372,0.000001144346,0.0002399231],"genre_scores_gemma":[0.9990572,0.00009885539,0.000123183,0.00005883255,0.00001361156,0.0002454786,0.0001475535,0.000002039672,0.0002533096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048501,"threshold_uncertainty_score":0.02084798,"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."}}