{"id":"W2404845293","doi":"","title":"Preventive chemotherapy. Where has it got us? Where to go next?","year":2008,"lang":"en","type":"article","venue":"L' Année canonique","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Disease; Intensive care medicine; Public health; Regimen; Population; Latent tuberculosis; Incidence (geometry); Active tuberculosis; Poverty; Environmental health; Mycobacterium tuberculosis; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003812671,0.0002785133,0.0006109455,0.0001387882,0.0001990498,0.00002897091,0.0002328143,0.0002706978,0.002169817],"category_scores_gemma":[0.000324127,0.0002364091,0.0002189245,0.0003235994,0.0002209817,0.0001570928,0.00008248165,0.0005153206,0.0009596422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302892,"about_ca_system_score_gemma":0.0007014431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009967303,"about_ca_topic_score_gemma":0.002503905,"domain_scores_codex":[0.9977467,0.0002404491,0.0003845397,0.000536886,0.00029016,0.0008012765],"domain_scores_gemma":[0.9982936,0.0001498523,0.00007284791,0.0005700903,0.0002161189,0.0006974637],"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":[0.0005522408,0.0002299878,0.08753858,0.0001389979,0.0002030618,0.0004026774,0.001149671,0.00001598511,0.01619356,0.0001866482,0.8896815,0.003707047],"study_design_scores_gemma":[0.001106497,0.0009070279,0.07199282,0.0002338002,0.00002329355,0.0003821112,0.0001419194,0.00005588491,0.005731284,0.0001025719,0.9190582,0.000264584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996137,0.00303916,0.0008081126,0.1528276,0.0001918662,0.001537333,0.0000343127,0.000186563,0.04176132],"genre_scores_gemma":[0.8018537,0.009473455,0.005042896,0.03696577,0.001153887,0.0004466597,0.0000708364,0.0001495474,0.1448433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158618,"threshold_uncertainty_score":0.9998182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05078328992321514,"score_gpt":0.3325959793920152,"score_spread":0.2818126894688001,"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."}}