{"id":"W2144118295","doi":"10.1007/bf03256384","title":"Molecular Diagnostic Assays for Detection of Viral Respiratory Pathogens in Institutional Outbreaks","year":2010,"lang":"en","type":"review","venue":"Molecular Diagnosis & Therapy","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Disease Control Laboratory; Saskatchewan Health","funders":"","keywords":"Outbreak; Biology; Virology; Isolation (microbiology); Microbiology","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":[0.001408094,0.001656716,0.002047144,0.005105315,0.0002804724,0.001020804,0.001778764,0.002036397,0.003421936],"category_scores_gemma":[0.001503226,0.0006035822,0.000819077,0.002731929,0.0009005706,0.001457969,0.0006460457,0.001919031,0.005901704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008051202,"about_ca_system_score_gemma":0.0009232268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223151,"about_ca_topic_score_gemma":0.001419853,"domain_scores_codex":[0.9993584,0.0001165412,0.0000628706,0.0001102877,0.0003019818,0.00004994225],"domain_scores_gemma":[0.9991874,0.0003981412,0.0001205314,0.00002916043,0.0002172238,0.0000474519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006601454,0.0001259933,0.0005752339,0.009956953,0.00008235355,0.0003218389,0.00007212646,0.0004382857,0.006471453,0.002425626,0.01865097,0.960813],"study_design_scores_gemma":[0.00002959514,0.0001950774,0.002522502,0.003532244,0.0001225105,0.003749077,0.0001030723,0.0002588292,0.006249156,0.002040658,0.9811476,0.00004971198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000222327,0.9967091,0.0007101388,0.0001918533,0.0002161301,0.00001796292,0.00002773978,0.00001585694,0.001888861],"genre_scores_gemma":[0.001518671,0.9953407,0.001417824,0.0001709559,0.0001498181,0.00002741019,0.00007186898,0.000003220606,0.001299552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005105315,"threshold_uncertainty_score":0.01144749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575731385184559,"score_gpt":0.3892108608003594,"score_spread":0.3234535469485138,"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."}}