{"id":"W2771590026","doi":"10.1016/j.chom.2017.11.015","title":"The Mammalian Gut as a Matchmaker","year":2017,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Biology; Bacteria; Infectivity; Host (biology); Microbiology; Bacterial virus; Gut flora; Microbiome; Microorganism; Escherichia coli; Genetics; Virus; Bacteriophage; Immunology; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001258674,0.0004159164,0.0002686995,0.00002584516,0.00109094,0.0006495393,0.001298453,0.0005434696,0.01244717],"category_scores_gemma":[0.00001322598,0.000308208,0.0002886814,0.00005149133,0.0004857068,0.0001847219,0.0006948209,0.001540612,0.03840914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306687,"about_ca_system_score_gemma":0.00003105021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048505,"about_ca_topic_score_gemma":0.0003165913,"domain_scores_codex":[0.9981625,0.0000663201,0.0003002176,0.0005964573,0.0001747918,0.0006997065],"domain_scores_gemma":[0.9981304,0.00006550676,0.0003507911,0.001356664,0.00001417408,0.00008239876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004820089,0.00001573027,0.00001108972,0.00001385042,0.00001204858,0.0002146847,0.00007987271,3.062248e-7,0.2258373,4.889502e-7,0.7732837,0.0005261821],"study_design_scores_gemma":[0.0001313835,0.00002917644,0.001084931,0.00003839453,0.00004921533,0.0001789927,0.00001882319,5.38075e-7,0.0109677,0.00002479148,0.9870979,0.0003781775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02117319,0.0005263988,0.00001823717,0.685706,0.005053472,0.0008843868,0.0002558219,0.0001125349,0.28627],"genre_scores_gemma":[0.004776131,0.0002104589,0.0001219233,0.2978842,0.001689353,0.00004052169,0.0001662424,0.0001074673,0.6950037],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4087337,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007150505071277007,"score_gpt":0.2277986933929597,"score_spread":0.2206481883216826,"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."}}