{"id":"W1985820516","doi":"10.1039/c2an35371g","title":"Bacteriophage based probes for pathogen detection","year":2012,"lang":"en","type":"review","venue":"The Analyst","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; National Institute for Nanotechnology; University of Alberta","funders":"U.S. Food and Drug Administration; University of Alberta; Alberta Innovates - Technology Futures","keywords":"Bacteriophage; Biology; Computational biology; Bacterial cell structure; Recombinant DNA; Bacteria; Human pathogen; Pathogen; Phage typing; Microbiology; Cell biology; Gene; Genetics; Escherichia coli","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006642519,0.001289841,0.001082947,0.002416811,0.0002746835,0.0007844465,0.001035737,0.001441099,0.003326858],"category_scores_gemma":[0.0004635171,0.000516103,0.0005595749,0.001873413,0.000630521,0.001201606,0.0007471852,0.002105436,0.003630632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007622616,"about_ca_system_score_gemma":0.0006293779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006062138,"about_ca_topic_score_gemma":0.0007122101,"domain_scores_codex":[0.9995133,0.0000653889,0.00002711717,0.00008642289,0.000260402,0.00004737539],"domain_scores_gemma":[0.999781,0.00007767195,0.00003789482,0.00001145521,0.0000716939,0.00002022391],"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":[0.0001059246,0.000190794,0.0003273171,0.01634943,0.0001141937,0.0003970436,0.0001264837,0.000776867,0.1377898,0.009804185,0.02163624,0.8123818],"study_design_scores_gemma":[0.00001174169,0.0001450942,0.0007131076,0.000809547,0.00005268759,0.001371063,0.00004832244,0.0003265436,0.0314141,0.002372222,0.9626973,0.00003831288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008586786,0.9906442,0.002859069,0.0002111838,0.0003584528,0.00002520796,0.0000454161,0.0000525402,0.004945284],"genre_scores_gemma":[0.007062929,0.982134,0.004306122,0.0003176738,0.0002720062,0.00006354172,0.0001267236,0.00001194134,0.005704999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003326858,"threshold_uncertainty_score":0.01112944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570534760185358,"score_gpt":0.3125002954262195,"score_spread":0.2567949478243659,"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."}}