{"id":"W2371322757","doi":"","title":"Thoughts and conceiving on patient safety and medical risk early warning and monitoring system construction in China","year":2012,"lang":"en","type":"article","venue":"Chinese Hospitals","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; China; Warning system; Early warning system; Patient safety; Risk management; Medicine; Risk assessment; Safety monitoring; Management system; Risk analysis (engineering); Medical emergency; Operations management; Business; Computer security; Political science; Engineering; Computer science; Finance; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006964554,0.0005608971,0.0002361788,0.001860124,0.006410369,0.006247337,0.001195245,0.001281641,0.001634428],"category_scores_gemma":[0.003244165,0.0004702684,0.0003896113,0.002481392,0.0131346,0.003865824,0.002674991,0.002117841,0.0001123332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0165168,"about_ca_system_score_gemma":0.01781077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0679416,"about_ca_topic_score_gemma":0.04843389,"domain_scores_codex":[0.9961144,0.002040294,0.0001968809,0.000288726,0.0005513169,0.0008084172],"domain_scores_gemma":[0.9978926,0.0008467476,0.0004841287,0.00008424536,0.0002621583,0.0004301333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007695848,0.00009946163,0.03331008,0.0003967062,0.00002487919,0.0024557,0.5640492,0.001572296,0.001805963,0.3610902,0.00512098,0.02999761],"study_design_scores_gemma":[0.00003982064,0.0003512989,0.06271404,0.0008266227,0.00006554766,0.001186161,0.7323021,0.003917268,0.002483393,0.05340551,0.1424971,0.0002110975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8649757,0.007578416,0.005018738,0.05444073,0.0003930638,0.0001629799,0.00008146883,0.00004866392,0.06730025],"genre_scores_gemma":[0.9871328,0.003633235,0.001581076,0.001784205,0.00008054575,0.00004727978,0.00002468928,0.000008847819,0.00570734],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0679416,"threshold_uncertainty_score":0.1350923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387364488305784,"score_gpt":0.3777915871571819,"score_spread":0.3639179422741241,"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."}}