{"id":"W3027142688","doi":"10.1186/s12879-020-05060-0","title":"Solutions to improve the latent tuberculosis Cascade of Care in Ghana: a longitudinal impact assessment","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Latent tuberculosis; Tuberculosis; Young adult; Health care; Developing country; Family medicine; Environmental health; Gerontology; Mycobacterium tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001757168,0.0001796292,0.0004596475,0.0001461898,0.0001104555,0.00001571643,0.0001135505,0.00007225113,0.000135451],"category_scores_gemma":[0.001282066,0.0001153391,0.0003517684,0.0005191944,0.00009420115,0.00005932671,0.0001494658,0.0002639036,0.00003560192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967483,"about_ca_system_score_gemma":0.000516758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426368,"about_ca_topic_score_gemma":0.001886155,"domain_scores_codex":[0.9982892,0.0002414918,0.0003491639,0.0003369563,0.000273354,0.0005097794],"domain_scores_gemma":[0.9986009,0.0003096302,0.0000641454,0.0003075974,0.0001654808,0.0005522475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003614392,0.0002780986,0.9928992,0.0002549451,0.0001781654,0.00002417507,0.0004214263,0.001342182,0.000626658,0.0001236323,0.002191938,0.001298136],"study_design_scores_gemma":[0.001154258,0.0020803,0.9938627,0.00005762927,0.0002042752,0.00001989028,0.0004390521,0.001792508,0.0001322204,0.00003673312,0.0001043256,0.0001160664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916413,0.001449864,0.0003309627,0.004744729,0.00007123425,0.0009967986,0.0001741606,0.0000592699,0.0005316854],"genre_scores_gemma":[0.9982833,0.00008813328,0.00009998043,0.001038463,0.0001950553,0.0002247465,0.00004422715,0.00001862668,0.000007460551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006642011,"threshold_uncertainty_score":0.4703392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565346902741678,"score_gpt":0.3580613276527054,"score_spread":0.3224078586252886,"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."}}