{"id":"W2940737227","doi":"10.2196/12920","title":"Mobile Health Adoption in Mental Health: User Experience of a Mobile Health App for Patients With an Eating Disorder","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Focus group; Context (archaeology); Health care; Medicine; Nursing; Mental health; Psychology; Psychological intervention; Psychiatry; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000931634,0.0003568447,0.0009204271,0.0002786284,0.0004316568,0.00002392276,0.0001949364,0.0001400453,0.00009845793],"category_scores_gemma":[0.000006628361,0.0003171732,0.00006196188,0.0004579404,0.0001103452,0.0002503267,0.00004166292,0.0003436409,0.000007494059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359858,"about_ca_system_score_gemma":0.0008057401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008727025,"about_ca_topic_score_gemma":0.002093675,"domain_scores_codex":[0.9957318,0.0003988753,0.001287782,0.0008914471,0.0003786341,0.001311408],"domain_scores_gemma":[0.9974967,0.00007677547,0.001124989,0.0005270826,0.00008858736,0.0006858128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007468237,0.003110511,0.8093058,0.002056872,0.000006317377,1.730505e-7,0.05553896,0.00002567082,0.000001433003,0.0004376073,0.0004269409,0.1283429],"study_design_scores_gemma":[0.009957504,0.08029195,0.8472027,0.0006394389,0.000007767108,0.000005519919,0.05321548,0.0002869357,5.949296e-7,0.00004417844,0.007801421,0.0005465612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985783,0.00310432,0.0001241224,0.0002663846,0.0003861343,0.009992901,0.0002049274,0.00008017542,0.00005797881],"genre_scores_gemma":[0.9903681,0.0005062754,0.002418787,0.002044994,0.00004729541,0.00388761,0.0004837451,0.0000728676,0.000170386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277964,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678425580084444,"score_gpt":0.3938192307870065,"score_spread":0.3670349749861621,"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."}}