{"id":"W4394790007","doi":"10.2196/52355","title":"Designing and Evaluating the Usability of a Caregiver Narrative Tool (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Usability; Narrative; Computer science; Psychology; Human–computer interaction; World Wide Web; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.0005214188,0.00007881865,0.00009570473,0.00004876354,0.0003324878,0.00006754349,0.0004102786,0.00002722509,0.00001527104],"category_scores_gemma":[0.00006687633,0.00005487686,0.00004009532,0.0003566724,0.0001140827,0.0001613665,0.0002011459,0.00009012177,0.000009197515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002617749,"about_ca_system_score_gemma":0.00003440848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003504896,"about_ca_topic_score_gemma":0.000005772556,"domain_scores_codex":[0.9991339,0.0001116297,0.0001447938,0.0002619209,0.0002133766,0.0001343881],"domain_scores_gemma":[0.9991478,0.0002855773,0.00007690325,0.0003957956,0.0000623954,0.00003156718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005774331,0.00007814058,0.04633981,0.00005234982,0.00004622249,0.000001604834,0.5022737,0.0001902952,0.3965231,0.03742073,0.001246043,0.01582224],"study_design_scores_gemma":[0.0004162962,0.0002693108,0.9155763,0.00004776413,0.00001089173,0.000002217575,0.01929915,0.02410829,0.02374122,0.01593587,0.0002493231,0.000343362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893905,0.000006960531,0.009728519,0.0001535132,0.00001961989,0.0003684988,0.000001795781,0.0001053316,0.0002252701],"genre_scores_gemma":[0.9987904,5.796437e-7,0.0009397915,0.00002012021,0.00001095735,0.00008768956,0.000001443305,0.000003650115,0.0001453646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8692365,"threshold_uncertainty_score":0.2557261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09535478114640855,"score_gpt":0.3670574674440737,"score_spread":0.2717026862976652,"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."}}