{"id":"W2098602720","doi":"10.2217/fmb.13.130","title":"A New Resource for Tb Diagnostics Developers","year":2013,"lang":"en","type":"editorial","venue":"Future Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Biostatistics; Epidemiology; Public health; Medicine; Incidence (geometry); Pathology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01777933,0.004648954,0.0038916,0.005526413,0.005300326,0.0160186,0.006269014,0.03463333,0.02161547],"category_scores_gemma":[0.07591008,0.002090756,0.004089514,0.002405809,0.004748248,0.01301098,0.005552836,0.05069642,0.01789579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00442021,"about_ca_system_score_gemma":0.009650527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032364,"about_ca_topic_score_gemma":0.009571822,"domain_scores_codex":[0.9841733,0.003211459,0.002494798,0.001270427,0.00783149,0.001018521],"domain_scores_gemma":[0.9139271,0.03807226,0.004627256,0.002705761,0.02912245,0.01154521],"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":[0.000009952745,0.00000725914,0.00000939149,0.0001062333,0.000008365185,0.00004503313,0.00001178038,0.000007854385,0.00001665557,0.0002098224,0.9961184,0.003449233],"study_design_scores_gemma":[0.00004575589,0.00001563441,0.00009053845,0.0004595241,0.00004045683,0.0001223212,0.00007104608,0.0000582954,0.00004497967,0.001093624,0.9979368,0.00002104089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001340355,0.004363919,0.0001431702,0.07243593,0.9218893,0.00001296637,0.00003439045,0.00006482861,0.001042009],"genre_scores_gemma":[0.0001900624,0.004292963,0.0002001989,0.06542658,0.92131,0.00003536687,0.00003637727,0.00007186851,0.008436583],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03463333,"threshold_uncertainty_score":0.09402722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115817111991787,"score_gpt":0.3007517998037225,"score_spread":0.2895936286838046,"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."}}