{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001192437,0.0007550918,0.002206503,0.00155264,0.0001386594,0.00005664297,0.000420434,0.001207894,0.0000650517],"category_scores_gemma":[0.002531267,0.0006809165,0.001452247,0.001129372,0.0003537317,0.0001251184,0.0001001122,0.001459256,0.00003458539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004986288,"about_ca_system_score_gemma":0.001185821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006716914,"about_ca_topic_score_gemma":0.00004410072,"domain_scores_codex":[0.9954012,0.0006951659,0.001429784,0.0009652054,0.0008308431,0.0006777988],"domain_scores_gemma":[0.9965594,0.001074547,0.0004961613,0.001156532,0.0004482927,0.0002649963],"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":[0.00008872082,0.0009354159,0.0004693132,0.003192432,0.0003548836,0.0003879172,0.00002135997,0.00002848621,0.02643092,0.0004033188,0.0000436382,0.9676436],"study_design_scores_gemma":[0.00215223,0.001445272,0.0005103541,0.004295185,0.0004873935,0.00005527311,0.000003537197,0.00001066026,0.04246505,0.0001507227,0.9478463,0.0005780222],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03117803,0.959718,0.00226124,0.00004536437,0.0003911705,0.00593414,0.0002157027,0.00007505784,0.0001812943],"genre_scores_gemma":[0.01360816,0.9750327,0.0002877689,0.000502656,0.0002270497,0.009918252,0.0001895578,0.0002229668,0.00001092431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9670656,"threshold_uncertainty_score":0.9995642,"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."}}