{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008950014,0.0003654841,0.0003730653,0.0005007533,0.0001670524,0.0007082897,0.00032008,0.0004137565,0.0004433011],"category_scores_gemma":[0.001124728,0.0003071076,0.0002275455,0.0002478059,0.0003624444,0.0001973504,0.0002863412,0.0004472602,0.0003135199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031119,"about_ca_system_score_gemma":0.0002286348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117988,"about_ca_topic_score_gemma":0.001337139,"domain_scores_codex":[0.9989862,0.0002922728,0.00006640455,0.0002128759,0.0003223456,0.0001198523],"domain_scores_gemma":[0.9994836,0.0002255496,0.0001053917,0.00003298997,0.0001052619,0.0000472427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001312568,0.0000458339,0.005378643,0.00005867235,0.00001615657,0.00002486135,0.00004033622,0.000146816,0.985024,0.00003044073,0.00005419706,0.009048777],"study_design_scores_gemma":[0.00001560227,0.0005858797,0.05956589,0.00001592791,0.00007627075,0.0004785967,0.00009819133,0.004310007,0.9323863,0.00005384383,0.002399656,0.00001388412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844548,0.001322334,0.01278318,0.0001738772,0.00004112111,0.00002373864,0.00009212409,0.0001364412,0.000972566],"genre_scores_gemma":[0.9664678,0.00104506,0.03080614,0.0001040416,0.0000336776,0.00002617709,0.0003536239,0.00003103523,0.00113254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117988,"threshold_uncertainty_score":0.004733324,"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."}}