{"id":"W2807556183","doi":"10.2196/mhealth.7362","title":"Digital Health Intervention for Asthma: Patient-Reported Value and Usability","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Asthma; Digital health; Intervention (counseling); mHealth; Medicine; eHealth; Value (mathematics); Psychological intervention; Health care; Psychology; Computer science; Nursing; Human–computer interaction; Internal medicine","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":[0.007865621,0.0002229269,0.0004582264,0.000774758,0.0003002374,0.001236292,0.000298821,0.0004408363,0.003946889],"category_scores_gemma":[0.02049713,0.000108172,0.001071181,0.0007319957,0.0004369933,0.0007228371,0.0008452483,0.0005047842,0.0001966422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006551832,"about_ca_system_score_gemma":0.0007877846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570591,"about_ca_topic_score_gemma":0.0009058396,"domain_scores_codex":[0.9933813,0.003947604,0.0006804632,0.0001772918,0.001581787,0.0002317254],"domain_scores_gemma":[0.9859482,0.009237844,0.003185026,0.0002822816,0.0007923165,0.0005542719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004262398,0.004844883,0.5175957,0.004346528,0.00110562,0.0001476402,0.002806475,0.0003599135,0.001368995,0.0005458228,0.002612018,0.4600041],"study_design_scores_gemma":[0.001316133,0.01653973,0.9641402,0.001788087,0.001210796,0.0006591486,0.003152723,0.0022368,0.001848608,0.0007914068,0.006249186,0.00006708776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883131,0.00321275,0.0008271075,0.001158943,0.00004532358,0.0005862789,0.0002837434,0.00003527704,0.005537413],"genre_scores_gemma":[0.9962273,0.0008794323,0.002023884,0.0002140285,0.00003050754,0.0002636909,0.0001173515,0.000003006148,0.0002408439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007865621,"threshold_uncertainty_score":0.0415979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700192323938625,"score_gpt":0.3820028505543256,"score_spread":0.3450009273149394,"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."}}