{"id":"W1997995029","doi":"10.1016/s2214-109x(14)70198-6","title":"Tuberculosis control needs a complete and patient-centric solution","year":2014,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Psychosocial; Health care; Public health; Nursing; Compassion; Family medicine; Economic growth; Political science; Psychiatry; Economics","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":[0.02196989,0.001967215,0.002025997,0.002019149,0.006033253,0.02512747,0.004351378,0.0218894,0.03691222],"category_scores_gemma":[0.03191051,0.00111112,0.003035221,0.001837751,0.01209776,0.02946706,0.02085287,0.0197146,0.01756961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009160802,"about_ca_system_score_gemma":0.03651909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362529,"about_ca_topic_score_gemma":0.004890682,"domain_scores_codex":[0.963615,0.01244188,0.001746014,0.00265558,0.01416556,0.005375906],"domain_scores_gemma":[0.9598719,0.01330364,0.002412967,0.003092029,0.008969377,0.01235001],"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":[0.0001308381,0.0009137582,0.00184525,0.007140347,0.0001855434,0.0008132619,0.007006636,0.00134063,0.00283482,0.1480418,0.5119584,0.3177887],"study_design_scores_gemma":[0.00006856133,0.0003829135,0.0007127242,0.003678363,0.00006463114,0.0005448436,0.005281123,0.0004835465,0.0006114356,0.0701663,0.9179143,0.00009128352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002701085,0.02541253,0.02115157,0.8564222,0.008265308,0.0004917629,0.000322092,0.001067723,0.08416575],"genre_scores_gemma":[0.1492613,0.07687783,0.1473852,0.5398764,0.01413624,0.002007293,0.001689503,0.001474337,0.06729192],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03691222,"threshold_uncertainty_score":0.1234837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638682840355403,"score_gpt":0.3468575200561321,"score_spread":0.3104706916525781,"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."}}