{"id":"W2003193809","doi":"10.1016/j.cell.2010.02.030","title":"TB: Screening for Responses to a Vile Visitor","year":2010,"lang":"en","type":"review","venue":"Cell","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Mycobacterium tuberculosis; Biology; Virulence; Leprosy; Immune system; Microbiology; Immunology; Genetics; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008338821,0.0002652612,0.001616062,0.0002907343,0.00007468973,0.00001634341,0.0002233674,0.0004862961,0.0002178438],"category_scores_gemma":[0.00265211,0.0001881786,0.0005846643,0.0001763155,0.00003855662,0.00001824153,0.000102391,0.0006737654,0.0007088786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005204182,"about_ca_system_score_gemma":0.0003302782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002387133,"about_ca_topic_score_gemma":0.000006740173,"domain_scores_codex":[0.9982259,0.0001928125,0.0004238503,0.0004468482,0.0001526883,0.0005579494],"domain_scores_gemma":[0.9971392,0.001616461,0.0001014079,0.0005413425,0.0000987433,0.0005028154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001793578,0.00004080935,0.000008425818,0.008981642,0.0000535075,0.00002559947,0.00001249872,3.281611e-8,0.0001036748,0.000009139771,0.1524612,0.8381241],"study_design_scores_gemma":[0.0002803248,0.0004325899,0.00001465012,0.00299283,0.0003002888,0.00004820678,0.00000570144,0.000006290546,0.00003777309,0.000005342908,0.995707,0.0001690323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002763992,0.9936072,0.0005152106,0.0007750092,0.0002908788,0.001910067,0.00011848,0.00005091898,0.002704602],"genre_scores_gemma":[0.00000254465,0.971562,0.00898393,0.0009679363,0.001653143,0.0005222844,0.0001935435,0.00007376331,0.01604082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8432457,"threshold_uncertainty_score":0.9111436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254385176088771,"score_gpt":0.4509143464966593,"score_spread":0.3254758288877823,"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."}}