{"id":"W4210965724","doi":"10.3168/jds.2021-21224","title":"Economic premiums associated with Mycobacterium avium ssp. paratuberculosis-negative replacement purchases in major dairy-producing regions","year":2022,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Prairie; Genome British Columbia; Genome Canada","keywords":"Paratuberculosis; Purchasing; Herd; Biology; Dairy cattle; Mycobacterium avium subsp. paratuberculosis; Agricultural science; Mycobacterium; Economics; Animal science; Operations management","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":[0.001783742,0.0001260914,0.0002210529,0.0004337601,0.0001782888,0.0006109765,0.0003259534,0.0003377168,0.0008168603],"category_scores_gemma":[0.005315388,0.0001478246,0.0005487402,0.000392156,0.0004026111,0.0002963976,0.0005457355,0.0003777414,0.00006204925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331905,"about_ca_system_score_gemma":0.0004037628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009567358,"about_ca_topic_score_gemma":0.01661005,"domain_scores_codex":[0.9991652,0.0004051484,0.00003974639,0.0001189693,0.0001324451,0.000138435],"domain_scores_gemma":[0.9964169,0.001772946,0.001194649,0.0001644519,0.0001947684,0.0002563124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008228715,0.0001125611,0.963412,0.00003815009,0.0001896746,0.0003650794,0.0002717686,0.02422848,0.002319926,0.0006727569,0.0001266435,0.007440139],"study_design_scores_gemma":[0.000006557862,0.0002136228,0.9830602,0.000008531037,0.00005122563,0.0002381928,0.0002434512,0.01536319,0.0003400659,0.0002783527,0.0001877163,0.00000887128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993727,0.00008105438,0.0002225278,0.00002710447,0.000001022769,0.000003038019,0.00007547833,0.000001950995,0.0002151147],"genre_scores_gemma":[0.9997175,0.00002979237,0.0001334985,0.000005772469,7.859355e-7,0.00000132925,0.00006011845,6.006836e-7,0.00005043957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009567358,"threshold_uncertainty_score":0.0190233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249178940968584,"score_gpt":0.2910228523943718,"score_spread":0.2685310629846859,"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."}}