{"id":"W3128023742","doi":"10.3389/fvets.2021.615029","title":"Detection of Mycobacterium avium Subspecies paratuberculosis (MAP) Microorganisms Using Antigenic MAP Cell Envelope Proteins","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Indian Council of Agricultural Research; University of Guelph","keywords":"Mycobacterium avium subspecies paratuberculosis; Paratuberculosis; Polyclonal antibodies; Biology; Recombinant DNA; Antibody; Antigen; Microbiology; Cell envelope; Molecular biology; Mycobacterium; Escherichia coli; Biochemistry; Bacteria; Immunology; Genetics; Gene","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":[0.0003844613,0.0004381819,0.0002246219,0.0004660721,0.0001495745,0.000284349,0.0001537432,0.0005687375,0.000361303],"category_scores_gemma":[0.0005727513,0.0001606077,0.0001730113,0.000240739,0.0002221156,0.000186172,0.0002230894,0.0002895305,0.0002294643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009491698,"about_ca_system_score_gemma":0.00009705809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004587194,"about_ca_topic_score_gemma":0.0008083069,"domain_scores_codex":[0.9996309,0.00009271022,0.00003475476,0.00007658092,0.0001034043,0.00006150353],"domain_scores_gemma":[0.9996523,0.0001652223,0.00005300865,0.00002439593,0.00006667748,0.00003832246],"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":[0.00005857955,0.00004364428,0.008502828,0.00006257994,0.000009847756,0.00004945521,0.00002961569,0.00005933674,0.9890946,0.00002119321,0.00001296817,0.002055385],"study_design_scores_gemma":[0.00001850915,0.001087885,0.1405862,0.00002493426,0.00006481804,0.002079452,0.0002163568,0.002161959,0.8521717,0.0001343785,0.001441428,0.0000124021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949,0.0008744701,0.003466811,0.00003671386,0.000007926993,0.00002500106,0.0001306505,0.0000244575,0.0005339921],"genre_scores_gemma":[0.989703,0.0005252205,0.008874504,0.00005346786,0.000009260915,0.00002293319,0.0004354423,0.000004655295,0.0003715003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005687375,"threshold_uncertainty_score":0.002033293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487172685345922,"score_gpt":0.2766969759739718,"score_spread":0.2518252491205126,"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."}}