{"id":"W2915572818","doi":"10.56726/irjmets47223","title":"The Hospital Management System","year":2023,"lang":"en","type":"article","venue":"International Research Journal of Modernization in Engineering Technology and Science","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002005219,0.0004937038,0.0005115577,0.002198217,0.001212604,0.004901506,0.001272239,0.0009886002,0.04943331],"category_scores_gemma":[0.005185653,0.0003109213,0.0003271118,0.002431515,0.0003482022,0.002405745,0.002978371,0.001033475,0.04176374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521304,"about_ca_system_score_gemma":0.003633096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941313,"about_ca_topic_score_gemma":0.001630172,"domain_scores_codex":[0.9977674,0.0004832349,0.0002900243,0.0003651963,0.000838916,0.0002552942],"domain_scores_gemma":[0.9973071,0.0003666877,0.0002200956,0.0005245351,0.001017907,0.0005637265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002006899,0.0001914018,0.004064705,0.0002725638,0.00004265472,0.0002438692,0.0003466926,0.001077618,0.002773457,0.02929436,0.6472049,0.314287],"study_design_scores_gemma":[0.000096083,0.00008549915,0.003569343,0.0001093173,0.0000242145,0.0002938679,0.0001228183,0.004253851,0.001885019,0.005450491,0.9840538,0.00005571942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03250464,0.004081042,0.1563231,0.01193223,0.002720791,0.002889129,0.05474859,0.1663745,0.568426],"genre_scores_gemma":[0.3419293,0.004353436,0.1235894,0.01048586,0.002612202,0.00301141,0.1339033,0.006040041,0.3740751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04943331,"threshold_uncertainty_score":0.1653709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420232629457037,"score_gpt":0.2747842706316145,"score_spread":0.2505819443370442,"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."}}