{"id":"W2901859262","doi":"10.1071/ah18064","title":"Going digital: a narrative overview of the effects, quality and utility of mobile apps in chronic disease self-management","year":2018,"lang":"en","type":"review","venue":"Australian Health Review","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"Queensland Health","keywords":"Medicine; Usability; Cochrane Library; Addiction; Asthma; Systematic review; MEDLINE; Physical therapy; Intensive care medicine; Psychiatry; Meta-analysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006497263,0.001326565,0.003429707,0.009169293,0.0007400753,0.004387456,0.001010718,0.002190718,0.006111646],"category_scores_gemma":[0.03012873,0.0006346494,0.003891542,0.007522943,0.001284106,0.003544406,0.002030427,0.002182801,0.0005655535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003815657,"about_ca_system_score_gemma":0.006753508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543063,"about_ca_topic_score_gemma":0.01163126,"domain_scores_codex":[0.9944893,0.002684926,0.001583156,0.0003981964,0.0006551365,0.0001892991],"domain_scores_gemma":[0.9696107,0.02630307,0.00228582,0.0002438833,0.001340564,0.0002160068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004370775,0.00004923531,0.0005971144,0.7976453,0.001986197,0.0001937266,0.001976247,0.0001609428,0.0002876902,0.003641315,0.008651932,0.1843731],"study_design_scores_gemma":[0.0001053457,0.0002749852,0.00273929,0.8873817,0.007447236,0.0005440463,0.0009912294,0.00005218408,0.0001594529,0.000957879,0.09930978,0.0000369103],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004827922,0.997588,0.00007341889,0.0006369412,0.0001903715,0.00007637422,0.0001425035,0.000004178631,0.0008054895],"genre_scores_gemma":[0.006715625,0.9906824,0.0003767454,0.001332984,0.0002458342,0.0003007331,0.0001100358,0.000005059776,0.0002306927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009169293,"threshold_uncertainty_score":0.03436124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055227337139322,"score_gpt":0.5517967345786975,"score_spread":0.3462740008647653,"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."}}