{"id":"W2266264168","doi":"","title":"Quality of Endoscopic Disinfection in Jiangsu Provincial Second Care Level Hospitals","year":2010,"lang":"en","type":"article","venue":"Zhongguo yiyuan ganranxue zazhi","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Emergency medicine","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":[0.000905588,0.0002103655,0.0002429913,0.0007896263,0.0005243054,0.0006990833,0.000339782,0.0002048732,0.00131793],"category_scores_gemma":[0.004480819,0.0001985381,0.0002935497,0.001254655,0.0003580031,0.0002515736,0.0006437344,0.0002432753,0.00007921838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356635,"about_ca_system_score_gemma":0.004004949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1294158,"about_ca_topic_score_gemma":0.1634416,"domain_scores_codex":[0.9981216,0.0002961329,0.0001362919,0.0002034747,0.000639588,0.0006030526],"domain_scores_gemma":[0.9944487,0.0004478301,0.002988924,0.0001497172,0.001042629,0.0009222911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000568623,0.00001811977,0.9958028,0.00002043697,0.00001165135,0.00008079944,0.0002059164,0.00007349594,0.0003778801,0.00001718807,0.0001258802,0.003209046],"study_design_scores_gemma":[0.000002137474,0.00005148774,0.9994218,0.000004243632,0.000002372849,0.00006327961,0.0001921135,0.00009948287,0.00006843451,0.000003510467,0.00008954555,0.000001586375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993229,0.0001324724,0.00006252927,0.0000575102,0.000002433472,0.000007417427,0.000096079,0.000003701419,0.0003151259],"genre_scores_gemma":[0.999588,0.00004859547,0.00007256436,0.00001210098,0.000003020255,0.000004700765,0.000129486,7.538084e-7,0.0001409029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294158,"threshold_uncertainty_score":0.2573249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551247308007552,"score_gpt":0.2820668783852713,"score_spread":0.2665544053051958,"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."}}