{"id":"W4390109636","doi":"10.3390/v16010020","title":"Effective Isolation and Characterization of Mycobacteriophages with the Ability to Lyse Mycobacterium avium subsp. paratuberculosis","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Results Driven Agriculture Research","keywords":"Paratuberculosis; Biology; Microbiology; Feces; Mycobacterium; Culling; Enteritis; Isolation (microbiology); Virology; Bacteria; Herd; Animal science; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003812701,0.00018683,0.0003242916,0.0001937767,0.0001148548,0.00006206828,0.00008537994,0.00007822125,0.00009184731],"category_scores_gemma":[0.0002477503,0.0001156939,0.00005307345,0.0008303213,0.0001312513,0.0002578392,0.00009024374,0.0001278906,0.0000908538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423089,"about_ca_system_score_gemma":0.00005679287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401278,"about_ca_topic_score_gemma":0.0000274638,"domain_scores_codex":[0.9986517,0.0001576588,0.0002255681,0.000338241,0.0003224191,0.0003043803],"domain_scores_gemma":[0.998709,0.0003979376,0.000092943,0.0003836486,0.0002159916,0.0002004327],"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":[0.0006972498,0.00006282385,0.2524291,0.000191939,0.00005239981,0.000007403027,0.0005187117,0.000001042513,0.7436842,0.0000170145,0.0002927844,0.002045277],"study_design_scores_gemma":[0.0004632844,0.0006852158,0.8397592,0.00009683685,0.00008344587,0.000007587907,0.00007822551,0.00003588354,0.1570256,0.000005754559,0.001654838,0.0001041193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962224,0.00004088735,0.00005465153,0.001989988,0.00008320333,0.001265956,0.0001458123,0.0001081192,0.00008900964],"genre_scores_gemma":[0.9983723,0.0002484389,0.00005783933,0.0006702885,0.0001471164,0.0003098169,0.0001109424,0.00002703684,0.0000562386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5873301,"threshold_uncertainty_score":0.4717862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684161703993019,"score_gpt":0.2910409693160051,"score_spread":0.2741993522760749,"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."}}