{"id":"W4414614721","doi":"10.53555/ewwvnn72","title":"The Future of Healthcare: Smart Hospitals Powered by Sensor Technology","year":2025,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Internet of Things; Digital transformation; Patient care; Hospital care; System integration","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":[0.002520749,0.0005753285,0.0004046861,0.001029065,0.001140068,0.005738639,0.0008789101,0.004706648,0.008841361],"category_scores_gemma":[0.002921456,0.0002924964,0.0004379211,0.001719774,0.002925716,0.01229147,0.003894852,0.004545488,0.003390699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734071,"about_ca_system_score_gemma":0.002800333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210315,"about_ca_topic_score_gemma":0.001646833,"domain_scores_codex":[0.9983386,0.0006180122,0.00006652816,0.0001222096,0.0005955257,0.0002590753],"domain_scores_gemma":[0.9979824,0.0007077465,0.0001587745,0.0001397017,0.0004825915,0.0005287523],"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":[0.0001417495,0.0001008327,0.002776664,0.0009500972,0.00005495828,0.000289729,0.001273911,0.001340899,0.002675466,0.3269109,0.3511091,0.3123757],"study_design_scores_gemma":[0.00002287565,0.0000890731,0.0021129,0.0009458599,0.00002554432,0.0003961851,0.001411866,0.001835407,0.0007948412,0.1237673,0.8685438,0.00005429581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01051014,0.1956683,0.03003437,0.630147,0.01238751,0.00007260087,0.0006853797,0.0008443293,0.1196504],"genre_scores_gemma":[0.3713928,0.3632484,0.05673067,0.1406783,0.01993993,0.0002406043,0.001099279,0.0003300693,0.04633996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008841361,"threshold_uncertainty_score":0.02957731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339132183518679,"score_gpt":0.2945581472623,"score_spread":0.2111668254271132,"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."}}