{"id":"W4312710071","doi":"10.2196/42224","title":"Development of Open Backend Structures for Health Care Professionals to Improve Participation in App Developments: Pilot Usability Study of a Medical App","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Bielefeld; Deutsche Forschungsgemeinschaft","keywords":"Usability; Workflow; Web usability; Usability lab; Computer science; Heuristic evaluation; Pluralistic walkthrough; Health care; Cognitive walkthrough; World Wide Web; Usability engineering; Human–computer interaction; Database","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":[0.0107399,0.0009674592,0.0007950485,0.0009912027,0.001044236,0.00128681,0.001068082,0.001266251,0.00188234],"category_scores_gemma":[0.02221446,0.000691021,0.0009635707,0.0002892372,0.0008393739,0.001090874,0.001671369,0.000809958,0.0004522693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262598,"about_ca_system_score_gemma":0.001290851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338133,"about_ca_topic_score_gemma":0.001432772,"domain_scores_codex":[0.9960583,0.002119535,0.0003735346,0.0004799622,0.000541528,0.0004271104],"domain_scores_gemma":[0.9808612,0.01331146,0.0008131775,0.001294215,0.002676427,0.001043374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006245318,0.07860381,0.1203187,0.008617883,0.0004175066,0.007838626,0.2564914,0.002864749,0.09081977,0.001103095,0.005087256,0.421592],"study_design_scores_gemma":[0.00532925,0.232923,0.4971328,0.002866721,0.00159272,0.006904371,0.1226706,0.02208848,0.06677449,0.001758051,0.03907221,0.0008872839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937382,0.00007675886,0.003547686,0.00005192971,0.00001834679,0.001929823,0.0000460224,0.0000684811,0.0005227216],"genre_scores_gemma":[0.9577344,0.0002529632,0.03606573,0.0002442937,0.00003772675,0.004194275,0.0001768942,0.00005638407,0.001237379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107399,"threshold_uncertainty_score":0.05679864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265217185809541,"score_gpt":0.6276917210153456,"score_spread":0.4011700024343915,"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."}}