{"id":"W4307029829","doi":"10.1016/j.mcna.2022.08.001","title":"Testing and Treating Mycobacterium tuberculosis Infection","year":2022,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Tuberculosis; Mycobacterium tuberculosis; Intensive care medicine; Disease; Risk of infection; Immunology; Internal medicine; Pathology","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001379952,0.0003946379,0.003288694,0.0003221902,0.0001370271,0.00000855001,0.0001880617,0.0003640032,0.001142999],"category_scores_gemma":[0.05071498,0.0003003652,0.000591125,0.0009748777,0.0004861152,0.000041894,0.0004335804,0.00195379,0.00003197369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175972,"about_ca_system_score_gemma":0.0009275742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000829509,"about_ca_topic_score_gemma":0.00004547995,"domain_scores_codex":[0.995446,0.0008220025,0.001697926,0.000643957,0.0008393552,0.0005507135],"domain_scores_gemma":[0.9877807,0.009955531,0.0008167139,0.0005002058,0.0001111546,0.0008356826],"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":[0.00001945193,0.0001591328,0.05667859,0.01094042,0.0003145561,0.00009045089,0.00001155081,2.843178e-7,2.83749e-8,7.543515e-7,0.0005826507,0.9312021],"study_design_scores_gemma":[0.0003049081,0.001278609,0.01320089,0.003270366,0.001025733,0.0003852509,0.000005027036,0.0001843296,1.431921e-8,0.000004863207,0.9801263,0.0002137505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003230766,0.9940456,0.00002113374,0.0003466546,0.0002796303,0.0006505331,0.0000724507,0.00008156237,0.001271716],"genre_scores_gemma":[0.00008914161,0.9971074,0.000897186,0.0006983483,0.0004703564,0.0001623046,0.0004643311,0.00006127795,0.0000496204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795436,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09481610136799654,"score_gpt":0.4136733969488013,"score_spread":0.3188572955808048,"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."}}