{"id":"W4391965287","doi":"10.1080/10447318.2024.2313282","title":"The Shape of Mobile Health: A Systematic Review of Health Visualization on Mobile Devices","year":2024,"lang":"en","type":"review","venue":"International Journal of Human-Computer Interaction","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Visualization; Computer science; Human–computer interaction; Artificial intelligence","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":[0.01053456,0.001366293,0.00557054,0.0139752,0.0008430957,0.003967467,0.001885084,0.001490493,0.00565084],"category_scores_gemma":[0.06150212,0.0009746152,0.006439826,0.01504994,0.001185907,0.003795651,0.002255708,0.001270963,0.0004566218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543976,"about_ca_system_score_gemma":0.01137007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008883748,"about_ca_topic_score_gemma":0.02824838,"domain_scores_codex":[0.9876232,0.004677539,0.004659392,0.0007104426,0.002086473,0.0002428289],"domain_scores_gemma":[0.9399528,0.04717804,0.00755078,0.0008911756,0.00405372,0.0003735202],"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":[0.0001108079,0.00001375389,0.0007179046,0.9244601,0.003151329,0.00006955957,0.0005894778,0.00006146191,0.0001235341,0.0002697087,0.001954705,0.0684777],"study_design_scores_gemma":[0.0000756875,0.00009779588,0.003020183,0.9572043,0.01734829,0.0002656702,0.0005347511,0.00004903358,0.0001286921,0.0002996586,0.02094535,0.0000306332],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007595539,0.9978529,0.0001886476,0.00030363,0.00009792163,0.0001486104,0.0003247839,0.000009582241,0.000314455],"genre_scores_gemma":[0.01064009,0.9871162,0.0009456542,0.0004904144,0.0000751679,0.0004160819,0.0002011187,0.00000995708,0.0001053273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0139752,"threshold_uncertainty_score":0.0557127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189702974938231,"score_gpt":0.5675691682468741,"score_spread":0.448598870753051,"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."}}