{"id":"W4416579431","doi":"10.3168/jds.2025-27142","title":"Mycobacterium avium subspecies paratuberculosis (MAP) shedding and seropositivity in youngstock in MAP-infected dairy herds in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Dairy Farmers of Manitoba; MSD","keywords":"Mycobacterium avium subspecies paratuberculosis; Paratuberculosis; Herd; Feces; Seroconversion; Transmission (telecommunications); Subclinical infection; Seroprevalence; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003272622,0.0003294183,0.0002814823,0.0009820464,0.001179786,0.000868043,0.0005934587,0.0002766916,0.0006359891],"category_scores_gemma":[0.0005120807,0.0003104151,0.0001995118,0.001190641,0.0006363671,0.000220248,0.0003361611,0.0002892709,0.000122554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007468967,"about_ca_system_score_gemma":0.003549153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207717,"about_ca_topic_score_gemma":0.9680626,"domain_scores_codex":[0.9997206,0.00001479205,0.00001335621,0.00004667631,0.000102448,0.0001019865],"domain_scores_gemma":[0.999432,0.00003869045,0.0001549774,0.00001343395,0.0001712559,0.0001896181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008564186,0.00004424128,0.9960815,0.00001013104,0.00001331191,0.0001600046,0.0004698185,0.0000567392,0.001161324,0.000008775573,0.0001064581,0.001801869],"study_design_scores_gemma":[0.000001065542,0.00003102272,0.9992631,0.000003841768,0.000003792132,0.00004597063,0.000479295,0.00006549327,0.00004528775,0.000002351198,0.00005724303,0.000001462567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994608,0.0001290962,0.00002417592,0.00001314428,0.000001297522,0.000006087174,0.000152173,0.000002063736,0.0002113027],"genre_scores_gemma":[0.9989886,0.0001638507,0.00009007069,0.00002292339,0.000001494893,0.000003345112,0.0002596329,8.483051e-7,0.000469264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07922828,"threshold_uncertainty_score":0.1593897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009124727286175763,"score_gpt":0.2763554265846128,"score_spread":0.267230699298437,"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."}}