{"id":"W3035966958","doi":"10.1089/phage.2020.0002","title":"A Dynamic Method for Broad-Spectrum Bacteriophage Cocktail Formulation Against Poultry-Associated <i>Salmonella enterica</i>","year":2020,"lang":"en","type":"article","venue":"PHAGE","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Salmonella enterica; Lytic cycle; Salmonella; Bacteriophage; Serotype; Biology; Microbiology; Antimicrobial; Phage therapy; Myoviridae; Broad spectrum; Highly pathogenic; Poultry farming; Agar; Virology; Bacteria; Virus; Escherichia coli; Chemistry; Genetics; Gene; Ecology; Influenza A virus subtype H5N1","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001026868,0.0009116976,0.0003049207,0.001018096,0.0003756724,0.0006091351,0.0004525345,0.0005617194,0.002416633],"category_scores_gemma":[0.0007884075,0.0004175946,0.0003690476,0.0006122217,0.0004288857,0.0004263841,0.0004870684,0.0008203775,0.001103985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210413,"about_ca_system_score_gemma":0.0005521007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009003934,"about_ca_topic_score_gemma":0.002779887,"domain_scores_codex":[0.9990309,0.0002231537,0.00006432694,0.000206784,0.0004038935,0.00007094262],"domain_scores_gemma":[0.9993796,0.000168655,0.0001631658,0.00005643194,0.0001667801,0.00006520244],"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":[0.00002765942,0.0000425636,0.0001919053,0.00007270273,0.000005820676,0.00001827034,0.00003225352,0.0001010078,0.9948106,0.00007231155,0.0000767224,0.00454827],"study_design_scores_gemma":[0.00001246569,0.0004386074,0.001630234,0.00002427145,0.00002346254,0.0001796932,0.00004111707,0.00143159,0.9933423,0.00003912022,0.002820448,0.00001681109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5061617,0.003676797,0.4742729,0.0003755762,0.0001677216,0.002080626,0.001292843,0.001598368,0.01037328],"genre_scores_gemma":[0.5682328,0.00362281,0.4133232,0.0002506285,0.00003419251,0.002374975,0.001307793,0.000188188,0.0106654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416633,"threshold_uncertainty_score":0.008084476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228292868221719,"score_gpt":0.2638344721852652,"score_spread":0.251551543503048,"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."}}