{"id":"W4315490302","doi":"10.1038/s41591-022-02136-z","title":"The 1/4/6x24 campaign to cure tuberculosis quickly","year":2023,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Virology; 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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002722312,0.0008194741,0.001847404,0.0007772344,0.0004253807,0.00003459016,0.0009684477,0.004283492,0.0005353725],"category_scores_gemma":[0.01314213,0.0004238457,0.0004443846,0.001627868,0.0006015309,0.00004195473,0.0002999399,0.01693908,0.002166867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422795,"about_ca_system_score_gemma":0.0003799429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005263629,"about_ca_topic_score_gemma":0.0002498075,"domain_scores_codex":[0.9930118,0.0006228251,0.0009771487,0.001224017,0.002189041,0.001975133],"domain_scores_gemma":[0.9922327,0.004217174,0.0002107138,0.001934698,0.0006377328,0.0007670268],"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":[0.0002047232,0.00001828783,0.0004791954,0.0003763161,0.0005905606,0.001971125,0.0001760176,0.000001077631,0.0002095161,0.0000974945,0.990784,0.005091698],"study_design_scores_gemma":[0.0009430829,0.001136775,0.002790044,0.001073645,0.0004333094,0.0003501021,0.0001423314,0.00002374277,0.00005194122,0.0003956817,0.9922822,0.0003771147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006003001,0.01193788,0.00002032421,0.9736426,0.004209137,0.001629186,0.00008561911,0.0003972689,0.007477709],"genre_scores_gemma":[0.0008335385,0.005086242,0.0001297234,0.9048559,0.04145482,0.0003079914,0.001239453,0.0002371448,0.04585518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06878666,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649603112008681,"score_gpt":0.367462998078232,"score_spread":0.3409669669581452,"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."}}