{"id":"W3009109143","doi":"10.2196/16831","title":"Mobile App to Help People With Chronic Illness Reflect on Their Strengths: Formative Evaluation and Usability Testing","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helse Sør-Øst RHF; Diakonhjemmet","keywords":"Usability; Formative assessment; Empowerment; Health care; Psychology; Medicine; eHealth; Health literacy; Test (biology); Nursing; Medical education; Computer science","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":[0.0384812,0.00157839,0.001316363,0.001749226,0.0009987416,0.001567139,0.001276391,0.001257177,0.001555319],"category_scores_gemma":[0.06611768,0.0006849679,0.001963732,0.0007607754,0.001267664,0.001372118,0.001977625,0.000934784,0.0003987031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009947503,"about_ca_system_score_gemma":0.001752565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022187,"about_ca_topic_score_gemma":0.002144503,"domain_scores_codex":[0.9859986,0.008519088,0.001864583,0.0008405745,0.002171716,0.0006054892],"domain_scores_gemma":[0.9299946,0.05408124,0.001892014,0.002288814,0.01112277,0.00062061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01130388,0.04076068,0.05803123,0.01894567,0.001247744,0.001849727,0.09801558,0.003419559,0.03624035,0.00125138,0.01112797,0.7178062],"study_design_scores_gemma":[0.01732892,0.2851274,0.4023091,0.01359058,0.005599241,0.004821822,0.07273934,0.02628122,0.08340084,0.003762874,0.08338273,0.001655879],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583564,0.0006118515,0.01108757,0.0002649207,0.0001595332,0.02634488,0.0004615349,0.0003280848,0.002385217],"genre_scores_gemma":[0.77924,0.001804683,0.1364929,0.0006283138,0.0001432938,0.07721018,0.001061143,0.0001769714,0.003242556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0384812,"threshold_uncertainty_score":0.2035105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08883682039392604,"score_gpt":0.4348837707770333,"score_spread":0.3460469503831073,"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."}}