{"id":"W2896553325","doi":"10.2196/10242","title":"Use of Health Apps and Wearable Devices: Survey Among Italian Associations for Patient Advocacy","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Wearable technology; Telemedicine; Internet privacy; Perspective (graphical); Health care; eHealth; Telehealth; Medicine; Psychology; Nursing; Computer science; Psychological intervention","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":[0.003685581,0.0002622683,0.0003607501,0.002327765,0.0008239367,0.001213592,0.0003980546,0.001071026,0.002539084],"category_scores_gemma":[0.00829457,0.0003507817,0.0004684667,0.001951442,0.000505292,0.0008415823,0.001252048,0.0009884961,0.0008562987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008899774,"about_ca_system_score_gemma":0.0008871395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574637,"about_ca_topic_score_gemma":0.002467967,"domain_scores_codex":[0.9975939,0.0009096236,0.0003677536,0.0001839102,0.0005660583,0.0003787065],"domain_scores_gemma":[0.9919639,0.002021994,0.003829216,0.0003790644,0.0007480708,0.00105782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006490161,0.0003279487,0.9848385,0.0001120463,0.00001762988,0.0001797876,0.004858941,0.00001662552,0.000279134,0.00003881256,0.001072924,0.00819278],"study_design_scores_gemma":[0.00001930226,0.0003201371,0.9889656,0.00009847031,0.0000206293,0.0005225023,0.00640084,0.0001513666,0.00009110542,0.00002289297,0.003373758,0.00001347249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963678,0.0004728717,0.00008546834,0.0005943345,0.00001175744,0.0001293996,0.0004094905,0.000008639013,0.001920214],"genre_scores_gemma":[0.9969344,0.0007611524,0.0003953306,0.0005465909,0.00003764894,0.0002792832,0.0004247331,0.000005546888,0.0006152964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003685581,"threshold_uncertainty_score":0.01949143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624061385097989,"score_gpt":0.4666785502353126,"score_spread":0.3042724117255138,"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."}}