{"id":"W4416748052","doi":"10.1109/induscon66435.2025.11241563","title":"Process Management in Healthcare: Bibliometric Study","year":2025,"lang":"","type":"article","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Bibliometrics; Thematic analysis; Visualization; Scopus; Data visualization; Health care; Thematic map","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001864153,0.0006856201,0.0009879434,0.1545912,0.0004965691,0.001544858,0.001140852,0.0002086612,0.0003705377],"category_scores_gemma":[0.00014359,0.0006644873,0.0002040467,0.3867853,0.00006992673,0.002022271,0.0007721572,0.0005202899,0.0003588429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457723,"about_ca_system_score_gemma":0.000130489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007092121,"about_ca_topic_score_gemma":0.00108657,"domain_scores_codex":[0.9947705,0.00004826751,0.001579389,0.001514308,0.001015211,0.001072305],"domain_scores_gemma":[0.9975981,0.00005212789,0.0004238914,0.0008268324,0.001063636,0.00003547846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183885,0.006258948,0.6462274,0.01052904,0.0007904046,0.0001528817,0.0001056842,0.003596012,0.000001025163,0.012636,0.002063475,0.3174553],"study_design_scores_gemma":[0.01430833,0.0001182928,0.5979716,0.003050551,0.004145837,0.000001398483,0.02345597,0.2864917,0.0000146105,0.05366089,0.01337637,0.00340451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7690843,0.01558459,0.008797683,0.0498332,0.002691503,0.004920287,0.00000351534,0.0007091502,0.1483757],"genre_scores_gemma":[0.9856083,0.000932045,0.00007088896,0.004643749,0.0002668296,0.0002584329,0.0000142598,0.00005093702,0.008154606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140508,"threshold_uncertainty_score":0.9995806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564093613713826,"score_gpt":0.3190634342905697,"score_spread":0.2934224981534314,"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."}}