{"id":"W2107105861","doi":"10.1177/104063871102300210","title":"Immunomagnetic Separation Significantly Improves the Sensitivity of Polymerase Chain Reaction in Detecting <i>Giavdia Duodenalis</i> and <i>Cryptosporidium</i> spp. in Dairy Cattle","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Canadian Food Inspection Agency","funders":"McKnight Foundation","keywords":"Cryptosporidium; Immunomagnetic separation; Giardia; Biology; Polymerase chain reaction; 18S ribosomal RNA; Ribosomal RNA; Molecular biology; Microbiology; Glutamate dehydrogenase; Proteinase K; 16S ribosomal RNA; Gene; Feces; Enzyme; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001519376,0.0001616496,0.0003030646,0.0002767237,0.0001023213,0.00001287257,0.00007842934,0.0001608227,0.00001308684],"category_scores_gemma":[0.00217756,0.0001356688,0.00005855046,0.0002727974,0.0002937482,0.0003209014,0.00003560555,0.0004071515,0.000006478082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007334923,"about_ca_system_score_gemma":0.0001335911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562093,"about_ca_topic_score_gemma":0.0001986915,"domain_scores_codex":[0.9981335,0.0006683314,0.0007579459,0.0001602873,0.00006590652,0.000214031],"domain_scores_gemma":[0.9967356,0.002319029,0.0006205172,0.0001593356,0.000133233,0.00003225913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002239035,0.0001718187,0.03942336,0.00003734479,0.00002704358,0.00008880101,0.002590382,0.00005644235,0.9551539,0.0001438938,0.00003670159,0.002046347],"study_design_scores_gemma":[0.001195704,0.001337239,0.6828477,0.0002842227,0.0000737353,0.001435186,0.001097836,0.00008102584,0.3108827,0.0005719076,0.00003128639,0.0001613671],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974703,0.001179034,0.0002348361,0.0001125368,0.0006435985,0.0002501277,0.000009421225,0.000008057797,0.00009209995],"genre_scores_gemma":[0.9992958,0.0002727668,0.0002483652,0.00008774615,0.00004879715,0.00001376625,0.00001160506,0.00001192446,0.000009197595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6442712,"threshold_uncertainty_score":0.5532411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293434475741623,"score_gpt":0.2519312842213287,"score_spread":0.2289969394639124,"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."}}