{"id":"W2472931707","doi":"10.1056/id200501140000005","title":"Most Recurrences of Pulmonary TB Are Relapses","year":2005,"lang":"en","type":"article","venue":"Journal watch","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Genotyping; Tb treatment; Drug; Prospective cohort study; Clinical trial; Internal medicine; Tuberculosis; Pharmacology; Pathology; Genotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707167,0.00008372955,0.0003287841,0.00008006005,0.00008054177,0.000007833281,0.0001149783,0.00008701761,0.0005104948],"category_scores_gemma":[0.001127342,0.00005461835,0.00009957959,0.0001847908,0.0000789065,0.0001104708,0.00003169685,0.0005562018,0.00008698653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007115088,"about_ca_system_score_gemma":0.000106365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003451706,"about_ca_topic_score_gemma":0.00001940845,"domain_scores_codex":[0.9987998,0.0001173976,0.0003879098,0.0001132879,0.0002854192,0.0002961785],"domain_scores_gemma":[0.9990388,0.0001667096,0.0001667382,0.0001417768,0.0002262588,0.0002596763],"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":[0.0003412052,0.0003080369,0.3866566,0.00006215901,0.0001046067,0.0002556929,0.0001442013,0.00002680677,0.00541884,0.00004157588,0.5074967,0.09914362],"study_design_scores_gemma":[0.001125751,0.0007413473,0.292327,0.0006096645,0.00008798527,0.006416229,0.0007232281,0.001171445,0.004428461,0.001283168,0.6908919,0.0001937802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515485,0.00370824,0.00002479257,0.2375802,0.0001876925,0.00008957648,0.000006849057,0.00001385496,0.006840269],"genre_scores_gemma":[0.9826593,0.01111948,0.001065867,0.001278963,0.001002653,0.000002655988,0.000005114373,0.000009352718,0.002856597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363013,"threshold_uncertainty_score":0.558956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756602007537681,"score_gpt":0.3508322766007729,"score_spread":0.3132662565253961,"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."}}