{"id":"W1481608954","doi":"10.1002/9780470688618.taw0031","title":"Biological Safety for the Clinical Laboratory","year":2010,"lang":"en","type":"reference-entry","venue":"","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Laboratory safety; Biological safety; Computer science; Engineering; Medicine; Biochemical engineering; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001654157,0.0002756297,0.0008606307,0.00006250485,0.0002230079,0.00001928967,0.0002012611,0.002291467,0.002023035],"category_scores_gemma":[0.004143752,0.0001318038,0.0004714106,0.000119232,0.0002539992,0.00001755966,0.00006708187,0.002923112,0.0001876498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009368651,"about_ca_system_score_gemma":0.00156522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005220795,"about_ca_topic_score_gemma":0.000138227,"domain_scores_codex":[0.9978203,0.0002159907,0.0008689159,0.0004817167,0.0002355999,0.000377455],"domain_scores_gemma":[0.9932254,0.004581225,0.0002468149,0.0007472063,0.0009728431,0.0002265055],"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":[0.0005812367,0.0001142668,0.006611373,0.0003035153,0.0002308538,0.00000652452,0.000007596599,6.598824e-8,0.000001005599,0.002817545,0.7238398,0.2654862],"study_design_scores_gemma":[0.001328269,0.0005731009,0.01047825,0.0001208199,0.0001902878,0.00001826756,0.00002759426,0.00005097645,0.000002823215,0.00009746169,0.9869611,0.000151072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007488413,0.0248441,0.009465505,0.07436752,0.06622393,0.01317495,0.002793427,0.001099797,0.8072819],"genre_scores_gemma":[0.01178991,0.4189284,0.007143053,0.06274768,0.08329403,0.001835013,0.002805944,0.0002845751,0.4111714],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3961105,"threshold_uncertainty_score":0.9993772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498686365271855,"score_gpt":0.4450419573841425,"score_spread":0.295173320856957,"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."}}