{"id":"W4220666273","doi":"10.2196/35418","title":"A Sense of Coherence Approach to Improving Patient Experience Using Information Infrastructure Modeling: Design Science Research","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RMIT University; Cisco Systems","keywords":"Knowledge management; Information infrastructure; Health care; Coherence (philosophical gambling strategy); Conceptual framework; Information system; Design science; Process management; Computer science; Business; Engineering; Sociology","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":[0.03964248,0.001173182,0.0007331032,0.003923096,0.002401076,0.009211154,0.002682188,0.002291745,0.004707834],"category_scores_gemma":[0.05769288,0.0008281103,0.002090262,0.002856772,0.01138558,0.008174701,0.005597332,0.002962249,0.0002958773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007730229,"about_ca_system_score_gemma":0.008870303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383127,"about_ca_topic_score_gemma":0.002787773,"domain_scores_codex":[0.9417316,0.05168495,0.00136686,0.001584679,0.002924959,0.0007068909],"domain_scores_gemma":[0.9061872,0.08298399,0.002934578,0.004163595,0.002802578,0.0009281567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002233781,0.001047823,0.01195999,0.00309716,0.0002851445,0.0002524247,0.05170448,0.03676636,0.001704118,0.7948935,0.00194892,0.09611671],"study_design_scores_gemma":[0.0006883677,0.002444346,0.004808868,0.003794727,0.0007157922,0.0005052611,0.06335298,0.1972253,0.006048247,0.6415911,0.07859952,0.0002254815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0976694,0.002299157,0.8483008,0.009517751,0.000147072,0.003331268,0.000226476,0.0002268698,0.03828123],"genre_scores_gemma":[0.5524468,0.001208549,0.4405527,0.0005659471,0.00003208713,0.003835929,0.0001008034,0.00005134099,0.001205851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03964248,"threshold_uncertainty_score":0.209652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998743175721236,"score_gpt":0.5615391658882083,"score_spread":0.2616648483160847,"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."}}